Analysing Machine Learning Models With Imandra¶

In this notebook we show how Imandra can be used to analyse and reason about models that have been learnt from data, an important and exciting topic bridging the gap between formal methods and machine learning (ML). Brief notes and some links are included, but for a fuller explanation (with code snippets included for reference) see our corresponding Medium post. You can also find all of our code for both learning and analysing our models on GitHub.

To illustrate this approach we'll be looking at (relatively simple) examples from two of the most common tasks within supervised learning (and ML more generally): classification and regression. In particular, we'll show how two of the most common kinds of model used to perform these tasks, random forests and neural networks, can be analysed using Imandra. For each task we'll use a real-world benchmark dataset from the UCI Machine Learning Repository and create our models using Python with some standard ML libraries.

We'll mostly be working with reals in this notebook so we'll start by installing a pretty printer so that we're not overrun with digits.

Try this!

In [1]:

let pp_approx fmt r = CCFormat.fprintf fmt "%s" (Real.to_string_approx r) [@@program]
#install_printer pp_approx

Out[1]:

val pp_approx : Format.formatter -> real -> unit = <fun>

Classification¶

In a classification task we want to learn to predict the label of a datapoint based on previous data. In the classic Wisconsin Breast Cancer (Diagnostic) dataset) the task is to predict whether the cancer is benign or malignant based on the features of cell nuclei. In the dataset we have the following variables:

1. ID number
2. Diagnosis (malignant or benign)
3-32. Real values for the mean, standard error, and the 'worst' value for each cell nucleus'
      a) Radius
      b) Texture
      c) Perimeter
      d) Area
      e) Smoothness
      f) Compactness
      g) Concavity
      h) Concave points
      i) Symmetry
      j) Fractal dimension

As is standard practice we pre-process the data before learning. First we standardise each variable to have zero mean and unit variance, then remove all but one from sets of highly correlated variables, along with those that have low mutual information with respect to the target variable. The data is split into training (80%) and test (20%) sets and we use Scikit-Learn to learn a random forest of 3 decision trees of maximum depth 3. As this is a relatively straightforward problem even this simple model achieves a fairly high accuracy. Using a short Python script each tree is then converted to Imandra Modelling Language (IML) and can be reasoned about using Imandra.

Try this!

In [2]:

let tree_0 (f_0 : real) (f_1 : real) (f_2 : real) (f_3 : real) (f_4 : real) (f_5 : real) (f_6 : real) = let open Real in
  if f_2 <=. (-0.10815) then
    if f_0 <=. (0.26348) then
      if f_6 <=. (-0.06176) then
        (236.0, 1.0)
      else
        (17.0, 5.0)
    else
      if f_3 <=. (-0.54236) then
        (8.0, 2.0)
      else
        (3.0, 7.0)
  else
    if f_6 <=. (0.09812) then
      if f_6 <=. (-0.17063) then
        (24.0, 0.0)
      else
        (4.0, 2.0)
    else
      if f_2 <=. (2.65413) then
        (6.0, 128.0)
      else
        (7.0, 5.0);;

let tree_1 (f_0 : real) (f_1 : real) (f_2 : real) (f_3 : real) (f_4 : real) (f_5 : real) (f_6 : real) = let open Real in
  if f_5 <=. (-0.05799) then
    if f_0 <=. (0.68524) then
      if f_1 <=. (-0.83180) then
        (110.0, 3.0)
      else
        (137.0, 0.0)
    else
      if f_3 <=. (0.45504) then
        (1.0, 8.0)
      else
        (0.0, 7.0)
  else
    if f_0 <=. (-0.18668) then
      if f_6 <=. (0.45214) then
        (39.0, 0.0)
      else
        (2.0, 11.0)
    else
      if f_6 <=. (-0.00009) then
        (8.0, 4.0)
      else
        (5.0, 120.0);;

let tree_2 (f_0 : real) (f_1 : real) (f_2 : real) (f_3 : real) (f_4 : real) (f_5 : real) (f_6 : real) = let open Real in
  if f_2 <=. (0.10459) then
    if f_5 <=. (-0.38015) then
      if f_5 <=. (-0.60659) then
        (139.0, 1.0)
      else
        (44.0, 3.0)
    else
      if f_6 <=. (-0.07927) then
        (38.0, 2.0)
      else
        (25.0, 17.0)
  else
    if f_6 <=. (0.46888) then
      if f_3 <=. (0.41642) then
        (28.0, 3.0)
      else
        (1.0, 4.0)
    else
      if f_2 <=. (1.74327) then
        (3.0, 122.0)
      else
        (4.0, 21.0);;

let rf (f_0, f_1, f_2, f_3, f_4, f_5, f_6) = let open Real in
let (a_0, b_0) = tree_0 f_0 f_1 f_2 f_3 f_4 f_5 f_6 in
let (a_1, b_1) = tree_1 f_0 f_1 f_2 f_3 f_4 f_5 f_6 in
let (a_2, b_2) = tree_2 f_0 f_1 f_2 f_3 f_4 f_5 f_6 in
let a = a_0 + a_1 + a_2 in
let b = b_0 + b_1 + b_2 in
(a, b);;

Out[2]:

val tree_0 :
  real -> real -> real -> real -> real -> real -> real -> real * real = <fun>
val tree_1 :
  real -> real -> real -> real -> real -> real -> real -> real * real = <fun>
val tree_2 :
  real -> real -> real -> real -> real -> real -> real -> real * real = <fun>
val rf : real * real * real * real * real * real * real -> real * real =
  <fun>

We can create a custom input type in Imandra for our model, so that we can keep track of the different features of our data.

Try this!

In [3]:

type rf_input = {
  radius_mean : real;
  compactness_mean : real;
  concavity_mean : real;
  radius_se : real;
  compactness_worst : real;
  concavity_worst : real;
  concave_points_worst : real;
}

Out[3]:

type rf_input = {
  radius_mean : real;
  compactness_mean : real;
  concavity_mean : real;
  radius_se : real;
  compactness_worst : real;
  concavity_worst : real;
  concave_points_worst : real;
}

However, remember that we also processed our data before learning. To make things easier we'll add in a function applying this transformation to each input variable. Here we simply use some multiplicative and additive scaling values extracted during our data pre-processing stage. After that we can define a full model which combines these pre-processing steps and the random forest.

Try this!

In [4]:

let process_rf_input input = let open Real in
let f_0 = (input.radius_mean          - 14.12729) / 3.52405 in
let f_1 = (input.compactness_mean     - 0.10434)  / 0.05281 in
let f_2 = (input.concavity_mean       - 0.08880)  / 0.07972 in
let f_3 = (input.radius_se            - 0.40517)  / 0.27731 in
let f_4 = (input.compactness_worst    - 0.25427)  / 0.15734 in
let f_5 = (input.concavity_worst      - 0.27219)  / 0.20862 in
let f_6 = (input.concave_points_worst - 0.11461)  / 0.06573 in
(f_0, f_1, f_2, f_3, f_4, f_5, f_6)

let process_rf_output c =
let (a, b) = c in
if a >. b then "benign" else "malignant"

let rf_model input = input |> process_rf_input |> rf |> process_rf_output

Out[4]:

val process_rf_input :
  rf_input -> real * real * real * real * real * real * real = <fun>
val process_rf_output : real * real -> string = <fun>
val rf_model : rf_input -> string = <fun>

As our model is fully executable we can both query it as well as find counterexamples, prove properties, apply logical side-conditions, decompose its regions, and more. As a quick sanity check to make sure everything is working, let's run a datum from our dataset through the model. In particular, we'll input (17.99, 0.2776, 0.3001, 1.095, 0.6656, 0.7119, 0.2654) which is classified as malignant in the data.

Try this!

In [5]:

let x = {
  radius_mean = 17.99;
  compactness_mean = 0.2776;
  concavity_mean = 0.3001;
  radius_se = 1.095;
  compactness_worst = 0.6656;
  concavity_worst = 0.7119;
  concave_points_worst = 0.7119;
}

let y = rf_model x

Out[5]:

val x : rf_input =
  {radius_mean = 17.99; compactness_mean = 0.2776; concavity_mean = 0.3001;
   radius_se = 1.095; compactness_worst = 0.6656; concavity_worst = 0.7119;
   concave_points_worst = 0.7119}
val y : string = "malignant"

Great, just what we'd expect. Now we'll use Imandra to generate an example datapoint for us given that diagnosis is benign.

Try this!

In [6]:

instance (fun x -> rf_model x = "benign")

Out[6]:

- : rf_input -> bool = <fun>
module CX : sig val x : rf_input end

Instance (after 0 steps, 0.019s):
let x : rf_input =
  {radius_mean = (-216972096653/500000000);
   compactness_mean = (-140469793679/500000000);
   concavity_mean = (-4048959910859/500000000); radius_se = 5853;
   compactness_worst = 9; concavity_worst = (-5709271784029/5000000000);
   concave_points_worst = (-47569488241/78125000)}

Instance

call graph
proof

digraph "call graph" {
goal [label="let (_x_0 : real) = x.concavity_mean in\llet (_x_1 : real) = x.concave_points_worst in\llet (_x_2 : real) = x.radius_se in\llet (_x_3 : real) = x.radius_mean in\llet (_x_4 : (Real.t * Real.t))\l    = if _x_0 \<=. 40089141/500000000\l      then\l        if _x_3 \<=. 7527903347/500000000\l        then if _x_1 \<=. 8636759/78125000 then … else …\l        else if _x_2 \<=. 636920371/2500000000 then … else …\l      else\l      if _x_1 \<=. 302648569/2500000000\l      then if _x_1 \<=. 1033944901/10000000000 then … else …\l      else if _x_0 \<=. 750968109/2500000000 then … else …\lin\llet (_x_5 : real) = x.concavity_worst in\llet (_x_6 : (Real.t * Real.t))\l    = if _x_5 \<=. 1300460631/5000000000\l      then\l        if _x_3 \<=. 8271055011/500000000\l        then if x.compactness_mean \<=. 30206321/500000000 then … else …\l        else if _x_2 \<=. 166049107/312500000 then … else …\l      else\l      if _x_3 \<=. 6734710173/500000000\l      then if _x_1 \<=. 721645811/5000000000 then … else …\l      else if _x_1 \<=. 1146040843/10000000000 then … else …\lin\llet (_x_7 : (Real.t * Real.t))\l    = if _x_0 \<=. 242844787/2500000000\l      then\l        if _x_5 \<=. 192883107/1000000000\l        then if _x_5 \<=. 728215971/5000000000 then … else …\l        else if _x_1 \<=. 1093995829/10000000000 then … else …\l      else\l      if _x_1 \<=. 181786853/1250000000\l      then if _x_2 \<=. 2603237151/5000000000 then … else …\l      else if _x_0 \<=. 569433711/2500000000 then … else …\lin\l(if (_x_4.0 +. _x_6.0 +. _x_7.0) \<=. (_x_4.1 +. _x_6.1 +. _x_7.1)\l then \"malignant\" else \"benign\")\l= \"benign\"",shape=box,style=filled,color="cyan",fontname="courier",fontsize=14];
}

proof attempt

ground_instances:

definitions:

inductions:

search_time:

0.019s

details:

Expand

smt_stats:

num checks:	2
arith assert lower:	7
arith tableau max rows:	1
arith tableau max columns:	39
arith pivots:	3
rlimit count:	3538
mk clause:	63
datatype occurs check:	25
mk bool var:	148
arith assert upper:	15
decisions:	21
propagations:	42
datatype accessor ax:	28
arith num rows:	1
datatype constructor ax:	4
num allocs:	1151595
final checks:	1
added eqs:	93
arith eq adapter:	6
time:	0.009000
memory:	5.240000
max memory:	5.810000

Expand

start[0.019s]
  let (_x_0 : real) = ….2 in
  let (_x_1 : bool) = _x_0 <=. (-2163/20000) in
  let (_x_2 : bool) = ….5 <=. (-5799/100000) in
  let (_x_3 : bool) = _x_0 <=. 10459/100000 in
  (if ((if _x_1 then … else …).0 +. (if _x_2 then … else …).0
       +. (if _x_3 then … else …).0)
      >.
      ((if _x_1 then … else …).1 +. (if _x_2 then … else …).1
       +. (if _x_3 then … else …).1)
   then "benign" else "malignant")
  = "benign"

simplify

into:	let (_x_0 : real) = ( :var_0: ).concavity_mean in let (_x_1 : real) = ( :var_0: ).concave_points_worst in let (_x_2 : real) = ( :var_0: ).radius_se in let (_x_3 : real) = ( :var_0: ).radius_mean in let (_x_4 : (Real.t * Real.t)) = if _x_0 <=. 40089141/500000000 then if _x_3 <=. 7527903347/500000000 then if _x_1 <=. 8636759/78125000 then … else … else if _x_2 <=. 636920371/2500000000 then … else … else if _x_1 <=. 302648569/2500000000 then if _x_1 <=. 1033944901/10000000000 then … else … else if _x_0 <=. 750968109/2500000000 then … else … in let (_x_5 : real) = ( :var_0: ).concavity_worst in let (_x_6 : (Real.t * Real.t)) = if _x_5 <=. 1300460631/5000000000 then if _x_3 <=. 8271055011/500000000 then if ( :var_0: ).compactness_mean <=. 30206321/500000000 then … else … else if _x_2 <=. 166049107/312500000 then … else … else if _x_3 <=. 6734710173/500000000 then if _x_1 <=. 721645811/5000000000 then … else … else if _x_1 <=. 1146040843/10000000000 then … else … in let (_x_7 : (Real.t * Real.t)) = if _x_0 <=. 242844787/2500000000 then if _x_5 <=. 192883107/1000000000 then if _x_5 <=. 728215971/5000000000 then … else … else if _x_1 <=. 1093995829/10000000000 then … else … else if _x_1 <=. 181786853/1250000000 then if _x_2 <=. 2603237151/5000000000 then … else … else if _x_0 <=. 569433711/2500000000 then … else … in (if (_x_4.0 +. _x_6.0 +. _x_7.0) <=. (_x_4.1 +. _x_6.1 +. _x_7.1) then "malignant" else "benign") = "benign"
expansions:	[]
rewrite_steps:
forward_chaining:

Sat (Some let x : rf_input = {radius_mean = (Q.of_string "-216972096653/500000000"); compactness_mean = (Q.of_string "-140469793679/500000000"); concavity_mean = (Q.of_string "-4048959910859/500000000"); radius_se = (Q.of_nativeint (5853n)); compactness_worst = (Q.of_nativeint (9n)); concavity_worst = (Q.of_string "-5709271784029/5000000000"); concave_points_worst = (Q.of_string "-47569488241/78125000")} )

digraph "proof" {
p_2 [label="Start (let (_x_0 : real) = ….2 in\l       let (_x_1 : bool) = _x_0 \<=. (-2163/20000) in\l       let (_x_2 : bool) = ….5 \<=. (-5799/100000) in\l       let (_x_3 : bool) = _x_0 \<=. 10459/100000 in\l       (if ((if _x_1 then … else …).0 +. (if _x_2 then … else …).0\l            +. (if _x_3 then … else …).0)\l           \>.\l           ((if _x_1 then … else …).1 +. (if _x_2 then … else …).1\l            +. (if _x_3 then … else …).1)\l        then \"benign\" else \"malignant\")\l       = \"benign\" :time 0.019s)",shape=box,style=filled,fontname="courier",fontsize=14];
p_2 -> p_1 [label=""];
p_1 [label="Simplify (let (_x_0 : real) = ( :var_0: ).concavity_mean in\l          let (_x_1 : real) = ( :var_0: ).concave_points_worst in\l          let (_x_2 : real) = ( :var_0: ).radius_se in\l          let (_x_3 : real) = ( :var_0: ).radius_mean in\l          let (_x_4 : (Real.t * Real.t))\l              = if _x_0 \<=. 40089141/500000000\l                then\l                  if _x_3 \<=. 7527903347/500000000\l                  then if _x_1 \<=. 8636759/78125000 then … else …\l                  else if _x_2 \<=. 636920371/2500000000 then … else …\l                else\l                if _x_1 \<=. 302648569/2500000000\l                then if _x_1 \<=. 1033944901/10000000000 then … else …\l                else if _x_0 \<=. 750968109/2500000000 then … else …\l          in\l          let (_x_5 : real) = ( :var_0: ).concavity_worst in\l          let (_x_6 : (Real.t * Real.t))\l              = if _x_5 \<=. 1300460631/5000000000\l                then\l                  if _x_3 \<=. 8271055011/500000000\l                  then\l                    if ( :var_0: ).compactness_mean \<=. 30206321/500000000\l                    then … else …\l                  else if _x_2 \<=. 166049107/312500000 then … else …\l                else\l                if _x_3 \<=. 6734710173/500000000\l                then if _x_1 \<=. 721645811/5000000000 then … else …\l                else if _x_1 \<=. 1146040843/10000000000 then … else …\l          in\l          let (_x_7 : (Real.t * Real.t))\l              = if _x_0 \<=. 242844787/2500000000\l                then\l                  if _x_5 \<=. 192883107/1000000000\l                  then if _x_5 \<=. 728215971/5000000000 then … else …\l                  else if _x_1 \<=. 1093995829/10000000000 then … else …\l                else\l                if _x_1 \<=. 181786853/1250000000\l                then if _x_2 \<=. 2603237151/5000000000 then … else …\l                else if _x_0 \<=. 569433711/2500000000 then … else …\l          in\l          (if (_x_4.0 +. _x_6.0 +. _x_7.0) \<=. (_x_4.1 +. _x_6.1 +. _x_7.1)\l           then \"malignant\" else \"benign\")\l          = \"benign\" :expansions [] :rw [] :fc [])",shape=box,style=filled,fontname="courier",fontsize=14];
p_1 -> p_0 [label=""];
p_0 [label="Sat (Some let x : rf_input =\l  \{radius_mean = (Q.of_string \"-216972096653/500000000\");\l   compactness_mean = (Q.of_string \"-140469793679/500000000\");\l   concavity_mean = (Q.of_string \"-4048959910859/500000000\");\l   radius_se = (Q.of_nativeint (5853n));\l   compactness_worst = (Q.of_nativeint (9n));\l   concavity_worst = (Q.of_string \"-5709271784029/5000000000\");\l   concave_points_worst = (Q.of_string \"-47569488241/78125000\")\}\l)",shape=box,style=filled,fontname="courier",fontsize=14];
}

Try this!

In [7]:

CX.x

Out[7]:

- : rf_input =
{radius_mean = -433.944193306; compactness_mean = -280.939587358;
 concavity_mean = -8097.91982172; radius_se = 5853.; compactness_worst = 9.;
 concavity_worst = -1141.85435681; concave_points_worst = -608.889449485}

This looks a bit funny however; notice how the unspecified input variables are unbounded in a way that doesn't make sense with respect to the data. In general we might only care about the performance of our model when some reasonable bounds are placed on the input (for example, the mean radius can't be negative, and if the values for this variable in our dataset range between 6.98 and 28.11 we wouldn't really expect any value greater than, say, 35). Using the description of each variable in the dataset we can form a condition describing valid and reasonable inputs to our model. In machine learning more generally, we are typically only interested in the performance and quality of a model over some particular distribution of data, which we often have particular prior beliefs about.

Try this!

In [8]:

let is_valid_rf input =
  5.0 <=. input.radius_mean && input.radius_mean <=. 35.0 &&
  0.0 <=. input.compactness_mean && input.compactness_mean <=. 0.4 &&
  0.0 <=. input.concavity_mean && input.concavity_mean <=. 0.5 &&
  0.0 <=. input.radius_se && input.radius_se <=. 3.5 &&
  0.0 <=. input.compactness_worst && input.compactness_worst <=. 1.2 &&
  0.0 <=. input.concavity_worst && input.concavity_worst <=. 1.5 &&
  0.0 <=. input.concave_points_worst && input.concave_points_worst <=. 0.35

instance (fun x -> rf_model x = "benign" && is_valid_rf x)

Out[8]:

val is_valid_rf : rf_input -> bool = <fun>
- : rf_input -> bool = <fun>
module CX : sig val x : rf_input end

Instance (after 0 steps, 0.018s):
let x : rf_input =
  {radius_mean = 15370932811137/2500000000000;
   compactness_mean = 13562638129/5000000000000;
   concavity_mean = 11265048621/5000000000000; radius_se = 40971/20000;
   compactness_worst = 321/5000;
   concavity_worst = 443483526339/50000000000000;
   concave_points_worst = 34970237191/390625000000}

Instance

call graph
proof

digraph "call graph" {
goal [label="let (_x_0 : real) = x.concavity_mean in\llet (_x_1 : real) = x.concave_points_worst in\llet (_x_2 : real) = x.radius_se in\llet (_x_3 : real) = x.radius_mean in\llet (_x_4 : (Real.t * Real.t))\l    = if _x_0 \<=. 40089141/500000000\l      then\l        if _x_3 \<=. 7527903347/500000000\l        then if _x_1 \<=. 8636759/78125000 then … else …\l        else if _x_2 \<=. 636920371/2500000000 then … else …\l      else\l      if _x_1 \<=. 302648569/2500000000\l      then if _x_1 \<=. 1033944901/10000000000 then … else …\l      else if _x_0 \<=. 750968109/2500000000 then … else …\lin\llet (_x_5 : real) = x.compactness_mean in\llet (_x_6 : real) = x.concavity_worst in\llet (_x_7 : (Real.t * Real.t))\l    = if _x_6 \<=. 1300460631/5000000000\l      then\l        if _x_3 \<=. 8271055011/500000000\l        then if _x_5 \<=. 30206321/500000000 then … else …\l        else if _x_2 \<=. 166049107/312500000 then … else …\l      else\l      if _x_3 \<=. 6734710173/500000000\l      then if _x_1 \<=. 721645811/5000000000 then … else …\l      else if _x_1 \<=. 1146040843/10000000000 then … else …\lin\llet (_x_8 : (Real.t * Real.t))\l    = if _x_0 \<=. 242844787/2500000000\l      then\l        if _x_6 \<=. 192883107/1000000000\l        then if _x_6 \<=. 728215971/5000000000 then … else …\l        else if _x_1 \<=. 1093995829/10000000000 then … else …\l      else\l      if _x_1 \<=. 181786853/1250000000\l      then if _x_2 \<=. 2603237151/5000000000 then … else …\l      else if _x_0 \<=. 569433711/2500000000 then … else …\lin\llet (_x_9 : real) = x.compactness_worst in\l((((((((((((((if (_x_4.0 +. _x_7.0 +. _x_8.0) \<=.\l                 (_x_4.1 +. _x_7.1 +. _x_8.1)\l              then \"malignant\" else \"benign\")\l             = \"benign\" && 5 \<=. _x_3)\l            && _x_3 \<=. 35)\l           && 0 \<=. _x_5)\l          && _x_5 \<=. 2/5)\l         && 0 \<=. _x_0)\l        && _x_0 \<=. 1/2)\l       && 0 \<=. _x_2)\l      && _x_2 \<=. 7/2)\l     && 0 \<=. _x_9)\l    && _x_9 \<=. 6/5)\l   && 0 \<=. _x_6)\l  && _x_6 \<=. 3/2)\l && 0 \<=. _x_1)\l&& _x_1 \<=. 7/20",shape=box,style=filled,color="cyan",fontname="courier",fontsize=14];
}

proof attempt

ground_instances:

definitions:

inductions:

search_time:

0.018s

details:

Expand

smt_stats:

num checks:	2
arith assert lower:	13
arith tableau max rows:	1
arith tableau max columns:	39
arith pivots:	3
rlimit count:	4512
mk clause:	63
datatype occurs check:	25
mk bool var:	162
arith assert upper:	23
decisions:	21
propagations:	42
datatype accessor ax:	28
arith num rows:	1
datatype constructor ax:	4
num allocs:	5452822
final checks:	1
added eqs:	93
arith eq adapter:	6
time:	0.009000
memory:	5.640000
max memory:	6.290000

Expand

start[0.018s]
  let (_x_0 : real) = ….2 in
  let (_x_1 : bool) = _x_0 <=. (-2163/20000) in
  let (_x_2 : bool) = ….5 <=. (-5799/100000) in
  let (_x_3 : bool) = _x_0 <=. 10459/100000 in
  let (_x_4 : real) = ( :var_0: ).radius_mean in
  let (_x_5 : real) = ( :var_0: ).compactness_mean in
  let (_x_6 : real) = ( :var_0: ).concavity_mean in
  let (_x_7 : real) = ( :var_0: ).radius_se in
  let (_x_8 : real) = ( :var_0: ).compactness_worst in
  let (_x_9 : real) = ( :var_0: ).concavity_worst in
  let (_x_10 : real) = ( :var_0: ).concave_points_worst in
  (if ((if _x_1 then … else …).0 +. (if _x_2 then … else …).0
       +. (if _x_3 then … else …).0)
      >.
      ((if _x_1 then … else …).1 +. (if _x_2 then … else …).1
       +. (if _x_3 then … else …).1)
   then "benign" else "malignant")
  = "benign"
  && 5 <=. _x_4
     && _x_4 <=. 35
        && 0 <=. _x_5
           && _x_5 <=. 2/5
              && 0 <=. _x_6
                 && _x_6 <=. 1/2
                    && 0 <=. _x_7
                       && _x_7 <=. 7/2
                          && 0 <=. _x_8
                             && _x_8 <=. 6/5
                                && 0 <=. _x_9
                                   && _x_9 <=. 3/2
                                      && 0 <=. _x_10 && _x_10 <=. 7/20

simplify

into:	let (_x_0 : real) = ( :var_0: ).concavity_mean in let (_x_1 : real) = ( :var_0: ).concave_points_worst in let (_x_2 : real) = ( :var_0: ).radius_se in let (_x_3 : real) = ( :var_0: ).radius_mean in let (_x_4 : (Real.t * Real.t)) = if _x_0 <=. 40089141/500000000 then if _x_3 <=. 7527903347/500000000 then if _x_1 <=. 8636759/78125000 then … else … else if _x_2 <=. 636920371/2500000000 then … else … else if _x_1 <=. 302648569/2500000000 then if _x_1 <=. 1033944901/10000000000 then … else … else if _x_0 <=. 750968109/2500000000 then … else … in let (_x_5 : real) = ( :var_0: ).compactness_mean in let (_x_6 : real) = ( :var_0: ).concavity_worst in let (_x_7 : (Real.t * Real.t)) = if _x_6 <=. 1300460631/5000000000 then if _x_3 <=. 8271055011/500000000 then if _x_5 <=. 30206321/500000000 then … else … else if _x_2 <=. 166049107/312500000 then … else … else if _x_3 <=. 6734710173/500000000 then if _x_1 <=. 721645811/5000000000 then … else … else if _x_1 <=. 1146040843/10000000000 then … else … in let (_x_8 : (Real.t * Real.t)) = if _x_0 <=. 242844787/2500000000 then if _x_6 <=. 192883107/1000000000 then if _x_6 <=. 728215971/5000000000 then … else … else if _x_1 <=. 1093995829/10000000000 then … else … else if _x_1 <=. 181786853/1250000000 then if _x_2 <=. 2603237151/5000000000 then … else … else if _x_0 <=. 569433711/2500000000 then … else … in let (_x_9 : real) = ( :var_0: ).compactness_worst in ((((((((((((((if (_x_4.0 +. _x_7.0 +. _x_8.0) <=. (_x_4.1 +. _x_7.1 +. _x_8.1) then "malignant" else "benign") = "benign" && 5 <=. _x_3) && _x_3 <=. 35) && 0 <=. _x_5) && _x_5 <=. 2/5) && 0 <=. _x_0) && _x_0 <=. 1/2) && 0 <=. _x_2) && _x_2 <=. 7/2) && 0 <=. _x_9) && _x_9 <=. 6/5) && 0 <=. _x_6) && _x_6 <=. 3/2) && 0 <=. _x_1) && _x_1 <=. 7/20
expansions:	[]
rewrite_steps:
forward_chaining:

Sat (Some let x : rf_input = {radius_mean = (Q.of_string "15370932811137/2500000000000"); compactness_mean = (Q.of_string "13562638129/5000000000000"); concavity_mean = (Q.of_string "11265048621/5000000000000"); radius_se = (Q.of_string "40971/20000"); compactness_worst = (Q.of_string "321/5000"); concavity_worst = (Q.of_string "443483526339/50000000000000"); concave_points_worst = (Q.of_string "34970237191/390625000000")} )

digraph "proof" {
p_5 [label="Start (let (_x_0 : real) = ….2 in\l       let (_x_1 : bool) = _x_0 \<=. (-2163/20000) in\l       let (_x_2 : bool) = ….5 \<=. (-5799/100000) in\l       let (_x_3 : bool) = _x_0 \<=. 10459/100000 in\l       let (_x_4 : real) = ( :var_0: ).radius_mean in\l       let (_x_5 : real) = ( :var_0: ).compactness_mean in\l       let (_x_6 : real) = ( :var_0: ).concavity_mean in\l       let (_x_7 : real) = ( :var_0: ).radius_se in\l       let (_x_8 : real) = ( :var_0: ).compactness_worst in\l       let (_x_9 : real) = ( :var_0: ).concavity_worst in\l       let (_x_10 : real) = ( :var_0: ).concave_points_worst in\l       (if ((if _x_1 then … else …).0 +. (if _x_2 then … else …).0\l            +. (if _x_3 then … else …).0)\l           \>.\l           ((if _x_1 then … else …).1 +. (if _x_2 then … else …).1\l            +. (if _x_3 then … else …).1)\l        then \"benign\" else \"malignant\")\l       = \"benign\"\l       && 5 \<=. _x_4\l          && _x_4 \<=. 35\l             && 0 \<=. _x_5\l                && _x_5 \<=. 2/5\l                   && 0 \<=. _x_6\l                      && _x_6 \<=. 1/2\l                         && 0 \<=. _x_7\l                            && _x_7 \<=. 7/2\l                               && 0 \<=. _x_8\l                                  && _x_8 \<=. 6/5\l                                     && 0 \<=. _x_9\l                                        && _x_9 \<=. 3/2\l                                           && 0 \<=. _x_10 && _x_10 \<=. 7/20\l       :time 0.018s)",shape=box,style=filled,fontname="courier",fontsize=14];
p_5 -> p_4 [label=""];
p_4 [label="Simplify (let (_x_0 : real) = ( :var_0: ).concavity_mean in\l          let (_x_1 : real) = ( :var_0: ).concave_points_worst in\l          let (_x_2 : real) = ( :var_0: ).radius_se in\l          let (_x_3 : real) = ( :var_0: ).radius_mean in\l          let (_x_4 : (Real.t * Real.t))\l              = if _x_0 \<=. 40089141/500000000\l                then\l                  if _x_3 \<=. 7527903347/500000000\l                  then if _x_1 \<=. 8636759/78125000 then … else …\l                  else if _x_2 \<=. 636920371/2500000000 then … else …\l                else\l                if _x_1 \<=. 302648569/2500000000\l                then if _x_1 \<=. 1033944901/10000000000 then … else …\l                else if _x_0 \<=. 750968109/2500000000 then … else …\l          in\l          let (_x_5 : real) = ( :var_0: ).compactness_mean in\l          let (_x_6 : real) = ( :var_0: ).concavity_worst in\l          let (_x_7 : (Real.t * Real.t))\l              = if _x_6 \<=. 1300460631/5000000000\l                then\l                  if _x_3 \<=. 8271055011/500000000\l                  then if _x_5 \<=. 30206321/500000000 then … else …\l                  else if _x_2 \<=. 166049107/312500000 then … else …\l                else\l                if _x_3 \<=. 6734710173/500000000\l                then if _x_1 \<=. 721645811/5000000000 then … else …\l                else if _x_1 \<=. 1146040843/10000000000 then … else …\l          in\l          let (_x_8 : (Real.t * Real.t))\l              = if _x_0 \<=. 242844787/2500000000\l                then\l                  if _x_6 \<=. 192883107/1000000000\l                  then if _x_6 \<=. 728215971/5000000000 then … else …\l                  else if _x_1 \<=. 1093995829/10000000000 then … else …\l                else\l                if _x_1 \<=. 181786853/1250000000\l                then if _x_2 \<=. 2603237151/5000000000 then … else …\l                else if _x_0 \<=. 569433711/2500000000 then … else …\l          in\l          let (_x_9 : real) = ( :var_0: ).compactness_worst in\l          ((((((((((((((if (_x_4.0 +. _x_7.0 +. _x_8.0) \<=.\l                           (_x_4.1 +. _x_7.1 +. _x_8.1)\l                        then \"malignant\" else \"benign\")\l                       = \"benign\" && 5 \<=. _x_3)\l                      && _x_3 \<=. 35)\l                     && 0 \<=. _x_5)\l                    && _x_5 \<=. 2/5)\l                   && 0 \<=. _x_0)\l                  && _x_0 \<=. 1/2)\l                 && 0 \<=. _x_2)\l                && _x_2 \<=. 7/2)\l               && 0 \<=. _x_9)\l              && _x_9 \<=. 6/5)\l             && 0 \<=. _x_6)\l            && _x_6 \<=. 3/2)\l           && 0 \<=. _x_1)\l          && _x_1 \<=. 7/20 :expansions [] :rw [] :fc [])",shape=box,style=filled,fontname="courier",fontsize=14];
p_4 -> p_3 [label=""];
p_3 [label="Sat (Some let x : rf_input =\l  \{radius_mean = (Q.of_string \"15370932811137/2500000000000\");\l   compactness_mean = (Q.of_string \"13562638129/5000000000000\");\l   concavity_mean = (Q.of_string \"11265048621/5000000000000\");\l   radius_se = (Q.of_string \"40971/20000\");\l   compactness_worst = (Q.of_string \"321/5000\");\l   concavity_worst = (Q.of_string \"443483526339/50000000000000\");\l   concave_points_worst = (Q.of_string \"34970237191/390625000000\")\}\l)",shape=box,style=filled,fontname="courier",fontsize=14];
}

Try this!

In [9]:

CX.x

Out[9]:

- : rf_input =
{radius_mean = 6.14837312445; compactness_mean = 0.0027125276258;
 concavity_mean = 0.0022530097242; radius_se = 2.04855;
 compactness_worst = 0.0642; concavity_worst = 0.00886967052678;
 concave_points_worst = 0.089523807209}

This looks much better. Now let's move on to reasoning about our model in more interesting ways. One thing we can do is check the validity of certain constraints we might want our model to satisfy. For example, if the surface of a cell nucleus has many, large concave sections then is a particularly negative sign indicating that the cancer is likely to be malignant. We can use Imandra to easily verify that our model always classifies a sample of highly concave cells as malignant.

Try this!

In [10]:

verify (fun x -> is_valid_rf x
        && x.concavity_mean >=. 0.4
        && x.concavity_worst >=. 1.0
        && x.concave_points_worst >=. 0.25
        ==> rf_model x = "malignant")

Out[10]:

- : rf_input -> bool = <fun>

Proved

proof
call graph

proof

ground_instances:

definitions:

inductions:

search_time:

0.018s

details:

Expand

smt_stats:

num checks:	2
arith assert lower:	30
arith tableau max rows:	1
arith tableau max columns:	40
arith pivots:	2
rlimit count:	4443
mk clause:	50
mk bool var:	171
arith assert upper:	16
decisions:	9
propagations:	26
conflicts:	2
datatype accessor ax:	28
arith conflicts:	2
arith num rows:	1
datatype constructor ax:	4
num allocs:	12381747
added eqs:	102
del clause:	4
arith eq adapter:	8
time:	0.009000
memory:	6.100000
max memory:	6.580000

Expand

start[0.018s]
  let (_x_0 : real) = ( :var_0: ).radius_mean in
  let (_x_1 : real) = ( :var_0: ).compactness_mean in
  let (_x_2 : real) = ( :var_0: ).concavity_mean in
  let (_x_3 : real) = ( :var_0: ).radius_se in
  let (_x_4 : real) = ( :var_0: ).compactness_worst in
  let (_x_5 : real) = ( :var_0: ).concavity_worst in
  let (_x_6 : real) = ( :var_0: ).concave_points_worst in
  let (_x_7 : real) = ….2 in
  let (_x_8 : bool) = _x_7 <=. (-2163/20000) in
  let (_x_9 : bool) = ….5 <=. (-5799/100000) in
  let (_x_10 : bool) = _x_7 <=. 10459/100000 in
  (5 <=. _x_0
   && _x_0 <=. 35
      && 0 <=. _x_1
         && _x_1 <=. 2/5
            && 0 <=. _x_2
               && _x_2 <=. 1/2
                  && 0 <=. _x_3
                     && _x_3 <=. 7/2
                        && 0 <=. _x_4
                           && _x_4 <=. 6/5
                              && 0 <=. _x_5
                                 && _x_5 <=. 3/2
                                    && 0 <=. _x_6 && _x_6 <=. 7/20)
  && _x_2 >=. 2/5 && _x_5 >=. 1 && _x_6 >=. 1/4
  ==> (if ((if _x_8 then … else …).0 +. (if _x_9 then … else …).0
           +. (if _x_10 then … else …).0)
          >.
          ((if _x_8 then … else …).1 +. (if _x_9 then … else …).1
           +. (if _x_10 then … else …).1)
       then "benign" else "malignant")
      = "malignant"

simplify

into:	let (_x_0 : real) = ( :var_0: ).radius_mean in let (_x_1 : real) = ( :var_0: ).compactness_mean in let (_x_2 : real) = ( :var_0: ).concavity_mean in let (_x_3 : real) = ( :var_0: ).radius_se in let (_x_4 : real) = ( :var_0: ).compactness_worst in let (_x_5 : real) = ( :var_0: ).concavity_worst in let (_x_6 : real) = ( :var_0: ).concave_points_worst in let (_x_7 : (Real.t * Real.t)) = if _x_2 <=. 40089141/500000000 then if _x_0 <=. 7527903347/500000000 then if _x_6 <=. 8636759/78125000 then … else … else if _x_3 <=. 636920371/2500000000 then … else … else if _x_6 <=. 302648569/2500000000 then if _x_6 <=. 1033944901/10000000000 then … else … else if _x_2 <=. 750968109/2500000000 then … else … in let (_x_8 : (Real.t * Real.t)) = if _x_5 <=. 1300460631/5000000000 then if _x_0 <=. 8271055011/500000000 then if _x_1 <=. 30206321/500000000 then … else … else if _x_3 <=. 166049107/312500000 then … else … else if _x_0 <=. 6734710173/500000000 then if _x_6 <=. 721645811/5000000000 then … else … else if _x_6 <=. 1146040843/10000000000 then … else … in let (_x_9 : (Real.t * Real.t)) = if _x_2 <=. 242844787/2500000000 then if _x_5 <=. 192883107/1000000000 then if _x_5 <=. 728215971/5000000000 then … else … else if _x_6 <=. 1093995829/10000000000 then … else … else if _x_6 <=. 181786853/1250000000 then if _x_3 <=. 2603237151/5000000000 then … else … else if _x_2 <=. 569433711/2500000000 then … else … in not ((((((((((((((((5 <=. _x_0 && _x_0 <=. 35) && 0 <=. _x_1) && _x_1 <=. 2/5) && 0 <=. _x_2) && _x_2 <=. 1/2) && 0 <=. _x_3) && _x_3 <=. 7/2) && 0 <=. _x_4) && _x_4 <=. 6/5) && 0 <=. _x_5) && _x_5 <=. 3/2) && 0 <=. _x_6) && _x_6 <=. 7/20) && _x_2 >=. 2/5) && _x_5 >=. 1) && _x_6 >=. 1/4) \|\| (if (_x_7.0 +. _x_8.0 +. _x_9.0) <=. (_x_7.1 +. _x_8.1 +. _x_9.1) then "malignant" else "benign") = "malignant"
expansions:	[]
rewrite_steps:
forward_chaining:

Unsat

digraph "proof" {
p_8 [label="Start (let (_x_0 : real) = ( :var_0: ).radius_mean in\l       let (_x_1 : real) = ( :var_0: ).compactness_mean in\l       let (_x_2 : real) = ( :var_0: ).concavity_mean in\l       let (_x_3 : real) = ( :var_0: ).radius_se in\l       let (_x_4 : real) = ( :var_0: ).compactness_worst in\l       let (_x_5 : real) = ( :var_0: ).concavity_worst in\l       let (_x_6 : real) = ( :var_0: ).concave_points_worst in\l       let (_x_7 : real) = ….2 in\l       let (_x_8 : bool) = _x_7 \<=. (-2163/20000) in\l       let (_x_9 : bool) = ….5 \<=. (-5799/100000) in\l       let (_x_10 : bool) = _x_7 \<=. 10459/100000 in\l       (5 \<=. _x_0\l        && _x_0 \<=. 35\l           && 0 \<=. _x_1\l              && _x_1 \<=. 2/5\l                 && 0 \<=. _x_2\l                    && _x_2 \<=. 1/2\l                       && 0 \<=. _x_3\l                          && _x_3 \<=. 7/2\l                             && 0 \<=. _x_4\l                                && _x_4 \<=. 6/5\l                                   && 0 \<=. _x_5\l                                      && _x_5 \<=. 3/2\l                                         && 0 \<=. _x_6 && _x_6 \<=. 7/20)\l       && _x_2 \>=. 2/5 && _x_5 \>=. 1 && _x_6 \>=. 1/4\l       ==\> (if ((if _x_8 then … else …).0\l                +. (if _x_9 then … else …).0\l                +. (if _x_10 then … else …).0)\l               \>.\l               ((if _x_8 then … else …).1\l                +. (if _x_9 then … else …).1\l                +. (if _x_10 then … else …).1)\l            then \"benign\" else \"malignant\")\l           = \"malignant\"\l       :time 0.018s)",shape=box,style=filled,fontname="courier",fontsize=14];
p_8 -> p_7 [label=""];
p_7 [label="Simplify (let (_x_0 : real) = ( :var_0: ).radius_mean in\l          let (_x_1 : real) = ( :var_0: ).compactness_mean in\l          let (_x_2 : real) = ( :var_0: ).concavity_mean in\l          let (_x_3 : real) = ( :var_0: ).radius_se in\l          let (_x_4 : real) = ( :var_0: ).compactness_worst in\l          let (_x_5 : real) = ( :var_0: ).concavity_worst in\l          let (_x_6 : real) = ( :var_0: ).concave_points_worst in\l          let (_x_7 : (Real.t * Real.t))\l              = if _x_2 \<=. 40089141/500000000\l                then\l                  if _x_0 \<=. 7527903347/500000000\l                  then if _x_6 \<=. 8636759/78125000 then … else …\l                  else if _x_3 \<=. 636920371/2500000000 then … else …\l                else\l                if _x_6 \<=. 302648569/2500000000\l                then if _x_6 \<=. 1033944901/10000000000 then … else …\l                else if _x_2 \<=. 750968109/2500000000 then … else …\l          in\l          let (_x_8 : (Real.t * Real.t))\l              = if _x_5 \<=. 1300460631/5000000000\l                then\l                  if _x_0 \<=. 8271055011/500000000\l                  then if _x_1 \<=. 30206321/500000000 then … else …\l                  else if _x_3 \<=. 166049107/312500000 then … else …\l                else\l                if _x_0 \<=. 6734710173/500000000\l                then if _x_6 \<=. 721645811/5000000000 then … else …\l                else if _x_6 \<=. 1146040843/10000000000 then … else …\l          in\l          let (_x_9 : (Real.t * Real.t))\l              = if _x_2 \<=. 242844787/2500000000\l                then\l                  if _x_5 \<=. 192883107/1000000000\l                  then if _x_5 \<=. 728215971/5000000000 then … else …\l                  else if _x_6 \<=. 1093995829/10000000000 then … else …\l                else\l                if _x_6 \<=. 181786853/1250000000\l                then if _x_3 \<=. 2603237151/5000000000 then … else …\l                else if _x_2 \<=. 569433711/2500000000 then … else …\l          in\l          not\l          ((((((((((((((((5 \<=. _x_0 && _x_0 \<=. 35) && 0 \<=. _x_1)\l                        && _x_1 \<=. 2/5)\l                       && 0 \<=. _x_2)\l                      && _x_2 \<=. 1/2)\l                     && 0 \<=. _x_3)\l                    && _x_3 \<=. 7/2)\l                   && 0 \<=. _x_4)\l                  && _x_4 \<=. 6/5)\l                 && 0 \<=. _x_5)\l                && _x_5 \<=. 3/2)\l               && 0 \<=. _x_6)\l              && _x_6 \<=. 7/20)\l             && _x_2 \>=. 2/5)\l            && _x_5 \>=. 1)\l           && _x_6 \>=. 1/4)\l          \|\| (if (_x_7.0 +. _x_8.0 +. _x_9.0) \<=.\l                 (_x_7.1 +. _x_8.1 +. _x_9.1)\l              then \"malignant\" else \"benign\")\l             = \"malignant\"\l          :expansions [] :rw [] :fc [])",shape=box,style=filled,fontname="courier",fontsize=14];
p_7 -> p_6 [label=""];
p_6 [label="Unsat",shape=box,style=filled,fontname="courier",fontsize=14];
}

digraph "call graph" {
goal [label="let (_x_0 : real) = x.radius_mean in\llet (_x_1 : real) = x.compactness_mean in\llet (_x_2 : real) = x.concavity_mean in\llet (_x_3 : real) = x.radius_se in\llet (_x_4 : real) = x.compactness_worst in\llet (_x_5 : real) = x.concavity_worst in\llet (_x_6 : real) = x.concave_points_worst in\llet (_x_7 : (Real.t * Real.t))\l    = if _x_2 \<=. 40089141/500000000\l      then\l        if _x_0 \<=. 7527903347/500000000\l        then if _x_6 \<=. 8636759/78125000 then … else …\l        else if _x_3 \<=. 636920371/2500000000 then … else …\l      else\l      if _x_6 \<=. 302648569/2500000000\l      then if _x_6 \<=. 1033944901/10000000000 then … else …\l      else if _x_2 \<=. 750968109/2500000000 then … else …\lin\llet (_x_8 : (Real.t * Real.t))\l    = if _x_5 \<=. 1300460631/5000000000\l      then\l        if _x_0 \<=. 8271055011/500000000\l        then if _x_1 \<=. 30206321/500000000 then … else …\l        else if _x_3 \<=. 166049107/312500000 then … else …\l      else\l      if _x_0 \<=. 6734710173/500000000\l      then if _x_6 \<=. 721645811/5000000000 then … else …\l      else if _x_6 \<=. 1146040843/10000000000 then … else …\lin\llet (_x_9 : (Real.t * Real.t))\l    = if _x_2 \<=. 242844787/2500000000\l      then\l        if _x_5 \<=. 192883107/1000000000\l        then if _x_5 \<=. 728215971/5000000000 then … else …\l        else if _x_6 \<=. 1093995829/10000000000 then … else …\l      else\l      if _x_6 \<=. 181786853/1250000000\l      then if _x_3 \<=. 2603237151/5000000000 then … else …\l      else if _x_2 \<=. 569433711/2500000000 then … else …\lin\lnot\l(not\l ((((((((((((((((5 \<=. _x_0 && _x_0 \<=. 35) && 0 \<=. _x_1) && _x_1 \<=. 2/5)\l              && 0 \<=. _x_2)\l             && _x_2 \<=. 1/2)\l            && 0 \<=. _x_3)\l           && _x_3 \<=. 7/2)\l          && 0 \<=. _x_4)\l         && _x_4 \<=. 6/5)\l        && 0 \<=. _x_5)\l       && _x_5 \<=. 3/2)\l      && 0 \<=. _x_6)\l     && _x_6 \<=. 7/20)\l    && _x_2 \>=. 2/5)\l   && _x_5 \>=. 1)\l  && _x_6 \>=. 1/4)\l \|\| (if (_x_7.0 +. _x_8.0 +. _x_9.0) \<=. (_x_7.1 +. _x_8.1 +. _x_9.1)\l     then \"malignant\" else \"benign\")\l    = \"malignant\")",shape=box,style=filled,color="cyan",fontname="courier",fontsize=14];
}

The nested if ... then ... else statements in how the trees are defined mean that they are a prime candidate for Imandra's region decomposition functionality. As well as the total model we can of course also decompose the individual trees making up the ensemble.

Try this!

In [11]:

Modular_decomp.top ~assuming:"is_valid_rf" "rf_model"

Out[11]:

- : Modular_decomp_intf.decomp_ref = <abstr>

Voronoi (256 of 512)
Table

{
  "regions": [
    {
      "constraints": [
        "0 <= input.compactness_mean <= 2/5",
        "0 <= input.compactness_worst <= 6/5",
        "0 <= input.concave_points_worst <= 7/20",
        "0 <= input.concavity_mean <= 1/2",
        "0 <= input.concavity_worst <= 3/2", "0 <= input.radius_se <= 7/2",
        "5 <= input.radius_mean <= 35"
      ],
      "region": null,
      "groups": [
        {
          "constraints": [
            "0 <= input.compactness_mean <= 2/5",
            "0 <= input.compactness_worst <= 6/5",
            "0 <= input.concave_points_worst <= 7/20",
            "0 <= input.concavity_mean <= 1/2",
            "0 <= input.concavity_worst <= 3/2",
            "0 <= input.radius_se <= 7/2", "5 <= input.radius_mean <= 35",
            "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
            "((input.concave_points_worst - 11461/100000) / 6573/100000) > 2453/25000",
            "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
            "265413/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000"
          ],
          "region": null,
          "groups": [
            {
              "constraints": [
                "0 <= input.compactness_mean <= 2/5",
                "0 <= input.compactness_worst <= 6/5",
                "0 <= input.concave_points_worst <= 7/20",
                "0 <= input.concavity_mean <= 1/2",
                "0 <= input.concavity_worst <= 3/2",
                "0 <= input.radius_se <= 7/2",
                "5 <= input.radius_mean <= 35",
                "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                "((input.concave_points_worst - 11461/100000) / 6573/100000) > 2453/25000",
                "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                "265413/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                "((input.radius_se - 40517/100000) / 27731/100000) > 1422/3125"
              ],
              "region": {
                "constraints": [
                  "265413/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                  "((input.concave_points_worst - 11461/100000) / 6573/100000) > 2453/25000",
                  "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                  "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                  "((input.radius_se - 40517/100000) / 27731/100000) > 1422/3125",
                  "5 <= input.radius_mean <= 35",
                  "0 <= input.compactness_mean <= 2/5",
                  "0 <= input.concavity_mean <= 1/2",
                  "0 <= input.radius_se <= 7/2",
                  "0 <= input.compactness_worst <= 6/5",
                  "0 <= input.concavity_worst <= 3/2",
                  "0 <= input.concave_points_worst <= 7/20"
                ],
                "invariant": "F = \"benign\""
              },
              "groups": [],
              "label": "2",
              "weight": 1
            },
            {
              "constraints": [
                "0 <= input.compactness_mean <= 2/5",
                "0 <= input.compactness_worst <= 6/5",
                "0 <= input.concave_points_worst <= 7/20",
                "0 <= input.concavity_mean <= 1/2",
                "0 <= input.concavity_worst <= 3/2",
                "0 <= input.radius_se <= 7/2",
                "5 <= input.radius_mean <= 35",
                "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                "((input.concave_points_worst - 11461/100000) / 6573/100000) > 2453/25000",
                "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                "265413/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                "((input.radius_se - 40517/100000) / 27731/100000) <= 1422/3125"
              ],
              "region": {
                "constraints": [
                  "265413/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                  "((input.concave_points_worst - 11461/100000) / 6573/100000) > 2453/25000",
                  "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                  "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                  "((input.radius_se - 40517/100000) / 27731/100000) <= 1422/3125",
                  "5 <= input.radius_mean <= 35",
                  "0 <= input.compactness_mean <= 2/5",
                  "0 <= input.concavity_mean <= 1/2",
                  "0 <= input.radius_se <= 7/2",
                  "0 <= input.compactness_worst <= 6/5",
                  "0 <= input.concavity_worst <= 3/2",
                  "0 <= input.concave_points_worst <= 7/20"
                ],
                "invariant": "F = \"benign\""
              },
              "groups": [],
              "label": "1",
              "weight": 1
            }
          ],
          "label": "",
          "weight": 2
        },
        {
          "constraints": [
            "0 <= input.compactness_mean <= 2/5",
            "0 <= input.compactness_worst <= 6/5",
            "0 <= input.concave_points_worst <= 7/20",
            "0 <= input.concavity_mean <= 1/2",
            "0 <= input.concavity_worst <= 3/2",
            "0 <= input.radius_se <= 7/2", "5 <= input.radius_mean <= 35",
            "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
            "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
            "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000"
          ],
          "region": null,
          "groups": [
            {
              "constraints": [
                "0 <= input.compactness_mean <= 2/5",
                "0 <= input.compactness_worst <= 6/5",
                "0 <= input.concave_points_worst <= 7/20",
                "0 <= input.concavity_mean <= 1/2",
                "0 <= input.concavity_worst <= 3/2",
                "0 <= input.radius_se <= 7/2",
                "5 <= input.radius_mean <= 35",
                "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                "-17063/100000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= 2453/25000",
                "((input.radius_se - 40517/100000) / 27731/100000) > 1422/3125"
              ],
              "region": {
                "constraints": [
                  "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                  "-17063/100000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= 2453/25000",
                  "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                  "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                  "((input.radius_se - 40517/100000) / 27731/100000) > 1422/3125",
                  "5 <= input.radius_mean <= 35",
                  "0 <= input.compactness_mean <= 2/5",
                  "0 <= input.concavity_mean <= 1/2",
                  "0 <= input.radius_se <= 7/2",
                  "0 <= input.compactness_worst <= 6/5",
                  "0 <= input.concavity_worst <= 3/2",
                  "0 <= input.concave_points_worst <= 7/20"
                ],
                "invariant": "F = \"benign\""
              },
              "groups": [],
              "label": "7.2.1",
              "weight": 1
            },
            {
              "constraints": [
                "0 <= input.compactness_mean <= 2/5",
                "0 <= input.compactness_worst <= 6/5",
                "0 <= input.concave_points_worst <= 7/20",
                "0 <= input.concavity_mean <= 1/2",
                "0 <= input.concavity_worst <= 3/2",
                "0 <= input.radius_se <= 7/2",
                "5 <= input.radius_mean <= 35",
                "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                "((input.radius_se - 40517/100000) / 27731/100000) <= 1422/3125"
              ],
              "region": null,
              "groups": [
                {
                  "constraints": [
                    "0 <= input.compactness_mean <= 2/5",
                    "0 <= input.compactness_worst <= 6/5",
                    "0 <= input.concave_points_worst <= 7/20",
                    "0 <= input.concavity_mean <= 1/2",
                    "0 <= input.concavity_worst <= 3/2",
                    "0 <= input.radius_se <= 7/2",
                    "5 <= input.radius_mean <= 35",
                    "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                    "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                    "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                    "((input.radius_se - 40517/100000) / 27731/100000) <= 1422/3125",
                    "-17063/100000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= 2453/25000"
                  ],
                  "region": {
                    "constraints": [
                      "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                      "-17063/100000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= 2453/25000",
                      "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                      "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                      "((input.radius_se - 40517/100000) / 27731/100000) <= 1422/3125",
                      "5 <= input.radius_mean <= 35",
                      "0 <= input.compactness_mean <= 2/5",
                      "0 <= input.concavity_mean <= 1/2",
                      "0 <= input.radius_se <= 7/2",
                      "0 <= input.compactness_worst <= 6/5",
                      "0 <= input.concavity_worst <= 3/2",
                      "0 <= input.concave_points_worst <= 7/20"
                    ],
                    "invariant": "F = \"benign\""
                  },
                  "groups": [],
                  "label": "7.1.2",
                  "weight": 1
                },
                {
                  "constraints": [
                    "0 <= input.compactness_mean <= 2/5",
                    "0 <= input.compactness_worst <= 6/5",
                    "0 <= input.concave_points_worst <= 7/20",
                    "0 <= input.concavity_mean <= 1/2",
                    "0 <= input.concavity_worst <= 3/2",
                    "0 <= input.radius_se <= 7/2",
                    "5 <= input.radius_mean <= 35",
                    "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                    "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                    "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                    "((input.radius_se - 40517/100000) / 27731/100000) <= 1422/3125",
                    "((input.concave_points_worst - 11461/100000) / 6573/100000) <= -17063/100000"
                  ],
                  "region": {
                    "constraints": [
                      "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                      "((input.concave_points_worst - 11461/100000) / 6573/100000) <= -17063/100000",
                      "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                      "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                      "((input.radius_se - 40517/100000) / 27731/100000) <= 1422/3125",
                      "5 <= input.radius_mean <= 35",
                      "0 <= input.compactness_mean <= 2/5",
                      "0 <= input.concavity_mean <= 1/2",
                      "0 <= input.radius_se <= 7/2",
                      "0 <= input.compactness_worst <= 6/5",
                      "0 <= input.concavity_worst <= 3/2",
                      "0 <= input.concave_points_worst <= 7/20"
                    ],
                    "invariant": "F = \"benign\""
                  },
                  "groups": [],
                  "label": "7.1.1",
                  "weight": 1
                }
              ],
              "label": "",
              "weight": 2
            }
          ],
          "label": "",
          "weight": 3
        },
        {
          "constraints": [
            "0 <= input.compactness_mean <= 2/5",
            "0 <= input.compactness_worst <= 6/5",
            "0 <= input.concave_points_worst <= 7/20",
            "0 <= input.concavity_mean <= 1/2",
            "0 <= input.concavity_worst <= 3/2",
            "0 <= input.radius_se <= 7/2", "5 <= input.radius_mean <= 35",
            "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
            "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
            "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000"
          ],
          "region": null,
          "groups": [
            {
              "constraints": [
                "0 <= input.compactness_mean <= 2/5",
                "0 <= input.compactness_worst <= 6/5",
                "0 <= input.concave_points_worst <= 7/20",
                "0 <= input.concavity_mean <= 1/2",
                "0 <= input.concavity_worst <= 3/2",
                "0 <= input.radius_se <= 7/2",
                "5 <= input.radius_mean <= 35",
                "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                "((input.concave_points_worst - 11461/100000) / 6573/100000) > 2453/25000",
                "265413/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000"
              ],
              "region": {
                "constraints": [
                  "265413/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                  "((input.concave_points_worst - 11461/100000) / 6573/100000) > 2453/25000",
                  "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                  "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                  "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                  "5 <= input.radius_mean <= 35",
                  "0 <= input.compactness_mean <= 2/5",
                  "0 <= input.concavity_mean <= 1/2",
                  "0 <= input.radius_se <= 7/2",
                  "0 <= input.compactness_worst <= 6/5",
                  "0 <= input.concavity_worst <= 3/2",
                  "0 <= input.concave_points_worst <= 7/20"
                ],
                "invariant": "F = \"benign\""
              },
              "groups": [],
              "label": "6.2.1",
              "weight": 1
            },
            {
              "constraints": [
                "0 <= input.compactness_mean <= 2/5",
                "0 <= input.compactness_worst <= 6/5",
                "0 <= input.concave_points_worst <= 7/20",
                "0 <= input.concavity_mean <= 1/2",
                "0 <= input.concavity_worst <= 3/2",
                "0 <= input.radius_se <= 7/2",
                "5 <= input.radius_mean <= 35",
                "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000"
              ],
              "region": null,
              "groups": [
                {
                  "constraints": [
                    "0 <= input.compactness_mean <= 2/5",
                    "0 <= input.compactness_worst <= 6/5",
                    "0 <= input.concave_points_worst <= 7/20",
                    "0 <= input.concavity_mean <= 1/2",
                    "0 <= input.concavity_worst <= 3/2",
                    "0 <= input.radius_se <= 7/2",
                    "5 <= input.radius_mean <= 35",
                    "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                    "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                    "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                    "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                    "-17063/100000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= 2453/25000"
                  ],
                  "region": {
                    "constraints": [
                      "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                      "-17063/100000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= 2453/25000",
                      "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                      "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                      "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                      "5 <= input.radius_mean <= 35",
                      "0 <= input.compactness_mean <= 2/5",
                      "0 <= input.concavity_mean <= 1/2",
                      "0 <= input.radius_se <= 7/2",
                      "0 <= input.compactness_worst <= 6/5",
                      "0 <= input.concavity_worst <= 3/2",
                      "0 <= input.concave_points_worst <= 7/20"
                    ],
                    "invariant": "F = \"benign\""
                  },
                  "groups": [],
                  "label": "6.1.3",
                  "weight": 1
                },
                {
                  "constraints": [
                    "0 <= input.compactness_mean <= 2/5",
                    "0 <= input.compactness_worst <= 6/5",
                    "0 <= input.concave_points_worst <= 7/20",
                    "0 <= input.concavity_mean <= 1/2",
                    "0 <= input.concavity_worst <= 3/2",
                    "0 <= input.radius_se <= 7/2",
                    "5 <= input.radius_mean <= 35",
                    "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                    "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                    "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                    "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                    "((input.concave_points_worst - 11461/100000) / 6573/100000) > 2453/25000"
                  ],
                  "region": {
                    "constraints": [
                      "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                      "((input.concave_points_worst - 11461/100000) / 6573/100000) > 2453/25000",
                      "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                      "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                      "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                      "5 <= input.radius_mean <= 35",
                      "0 <= input.compactness_mean <= 2/5",
                      "0 <= input.concavity_mean <= 1/2",
                      "0 <= input.radius_se <= 7/2",
                      "0 <= input.compactness_worst <= 6/5",
                      "0 <= input.concavity_worst <= 3/2",
                      "0 <= input.concave_points_worst <= 7/20"
                    ],
                    "invariant": "F = \"benign\""
                  },
                  "groups": [],
                  "label": "6.1.2",
                  "weight": 1
                },
                {
                  "constraints": [
                    "0 <= input.compactness_mean <= 2/5",
                    "0 <= input.compactness_worst <= 6/5",
                    "0 <= input.concave_points_worst <= 7/20",
                    "0 <= input.concavity_mean <= 1/2",
                    "0 <= input.concavity_worst <= 3/2",
                    "0 <= input.radius_se <= 7/2",
                    "5 <= input.radius_mean <= 35",
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                            "0 <= input.compactness_mean <= 2/5",
                            "0 <= input.compactness_worst <= 6/5",
                            "0 <= input.concave_points_worst <= 7/20",
                            "0 <= input.concavity_mean <= 1/2",
                            "0 <= input.concavity_worst <= 3/2",
                            "0 <= input.radius_se <= 7/2",
                            "5 <= input.radius_mean <= 35",
                            "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                            "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                            "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                            "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                            "((input.concave_points_worst - 11461/100000) / 6573/100000) <= -193/3125"
                          ],
                          "region": {
                            "constraints": [
                              "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                              "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                              "((input.concave_points_worst - 11461/100000) / 6573/100000) <= -193/3125",
                              "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                              "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                              "5 <= input.radius_mean <= 35",
                              "0 <= input.compactness_mean <= 2/5",
                              "0 <= input.concavity_mean <= 1/2",
                              "0 <= input.radius_se <= 7/2",
                              "0 <= input.compactness_worst <= 6/5",
                              "0 <= input.concavity_worst <= 3/2",
                              "0 <= input.concave_points_worst <= 7/20"
                            ],
                            "invariant": "F = \"benign\""
                          },
                          "groups": [],
                          "label": "1.1.1.2.1",
                          "weight": 1
                        }
                      ],
                      "label": "",
                      "weight": 4
                    },
                    {
                      "constraints": [
                        "0 <= input.compactness_mean <= 2/5",
                        "0 <= input.compactness_worst <= 6/5",
                        "0 <= input.concave_points_worst <= 7/20",
                        "0 <= input.concavity_mean <= 1/2",
                        "0 <= input.concavity_worst <= 3/2",
                        "0 <= input.radius_se <= 7/2",
                        "5 <= input.radius_mean <= 35",
                        "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                        "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                        "((input.concavity_mean - 111/1250) / 1993/25000) > 10459/100000"
                      ],
                      "region": null,
                      "groups": [
                        {
                          "constraints": [
                            "0 <= input.compactness_mean <= 2/5",
                            "0 <= input.compactness_worst <= 6/5",
                            "0 <= input.concave_points_worst <= 7/20",
                            "0 <= input.concavity_mean <= 1/2",
                            "0 <= input.concavity_worst <= 3/2",
                            "0 <= input.radius_se <= 7/2",
                            "5 <= input.radius_mean <= 35",
                            "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                            "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                            "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                            "((input.concavity_mean - 111/1250) / 1993/25000) > 10459/100000",
                            "22607/50000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= 2453/25000"
                          ],
                          "region": {
                            "constraints": [
                              "((input.concavity_mean - 111/1250) / 1993/25000) > 10459/100000",
                              "22607/50000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= 2453/25000",
                              "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                              "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                              "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                              "5 <= input.radius_mean <= 35",
                              "0 <= input.compactness_mean <= 2/5",
                              "0 <= input.concavity_mean <= 1/2",
                              "0 <= input.radius_se <= 7/2",
                              "0 <= input.compactness_worst <= 6/5",
                              "0 <= input.concavity_worst <= 3/2",
                              "0 <= input.concave_points_worst <= 7/20"
                            ],
                            "invariant": "F = \"benign\""
                          },
                          "groups": [],
                          "label": "1.1.1.1.4",
                          "weight": 1
                        },
                        {
                          "constraints": [
                            "0 <= input.compactness_mean <= 2/5",
                            "0 <= input.compactness_worst <= 6/5",
                            "0 <= input.concave_points_worst <= 7/20",
                            "0 <= input.concavity_mean <= 1/2",
                            "0 <= input.concavity_worst <= 3/2",
                            "0 <= input.radius_se <= 7/2",
                            "5 <= input.radius_mean <= 35",
                            "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                            "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                            "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                            "((input.concavity_mean - 111/1250) / 1993/25000) > 10459/100000",
                            "22607/50000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= -17063/100000"
                          ],
                          "region": {
                            "constraints": [
                              "((input.concavity_mean - 111/1250) / 1993/25000) > 10459/100000",
                              "22607/50000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= -17063/100000",
                              "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                              "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                              "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                              "5 <= input.radius_mean <= 35",
                              "0 <= input.compactness_mean <= 2/5",
                              "0 <= input.concavity_mean <= 1/2",
                              "0 <= input.radius_se <= 7/2",
                              "0 <= input.compactness_worst <= 6/5",
                              "0 <= input.concavity_worst <= 3/2",
                              "0 <= input.concave_points_worst <= 7/20"
                            ],
                            "invariant": "F = \"benign\""
                          },
                          "groups": [],
                          "label": "1.1.1.1.3",
                          "weight": 1
                        },
                        {
                          "constraints": [
                            "0 <= input.compactness_mean <= 2/5",
                            "0 <= input.compactness_worst <= 6/5",
                            "0 <= input.concave_points_worst <= 7/20",
                            "0 <= input.concavity_mean <= 1/2",
                            "0 <= input.concavity_worst <= 3/2",
                            "0 <= input.radius_se <= 7/2",
                            "5 <= input.radius_mean <= 35",
                            "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                            "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                            "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                            "((input.concavity_mean - 111/1250) / 1993/25000) > 10459/100000",
                            "-17063/100000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= 2453/25000"
                          ],
                          "region": {
                            "constraints": [
                              "((input.concavity_mean - 111/1250) / 1993/25000) > 10459/100000",
                              "-17063/100000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= 2453/25000",
                              "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                              "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                              "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                              "5 <= input.radius_mean <= 35",
                              "0 <= input.compactness_mean <= 2/5",
                              "0 <= input.concavity_mean <= 1/2",
                              "0 <= input.radius_se <= 7/2",
                              "0 <= input.compactness_worst <= 6/5",
                              "0 <= input.concavity_worst <= 3/2",
                              "0 <= input.concave_points_worst <= 7/20"
                            ],
                            "invariant": "F = \"benign\""
                          },
                          "groups": [],
                          "label": "1.1.1.1.2",
                          "weight": 1
                        },
                        {
                          "constraints": [
                            "0 <= input.compactness_mean <= 2/5",
                            "0 <= input.compactness_worst <= 6/5",
                            "0 <= input.concave_points_worst <= 7/20",
                            "0 <= input.concavity_mean <= 1/2",
                            "0 <= input.concavity_worst <= 3/2",
                            "0 <= input.radius_se <= 7/2",
                            "5 <= input.radius_mean <= 35",
                            "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                            "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                            "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                            "((input.concavity_mean - 111/1250) / 1993/25000) > 10459/100000",
                            "((input.concave_points_worst - 11461/100000) / 6573/100000) <= -17063/100000"
                          ],
                          "region": {
                            "constraints": [
                              "((input.concavity_mean - 111/1250) / 1993/25000) > 10459/100000",
                              "((input.concave_points_worst - 11461/100000) / 6573/100000) <= -17063/100000",
                              "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                              "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                              "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                              "5 <= input.radius_mean <= 35",
                              "0 <= input.compactness_mean <= 2/5",
                              "0 <= input.concavity_mean <= 1/2",
                              "0 <= input.radius_se <= 7/2",
                              "0 <= input.compactness_worst <= 6/5",
                              "0 <= input.concavity_worst <= 3/2",
                              "0 <= input.concave_points_worst <= 7/20"
                            ],
                            "invariant": "F = \"benign\""
                          },
                          "groups": [],
                          "label": "1.1.1.1.1",
                          "weight": 1
                        }
                      ],
                      "label": "",
                      "weight": 4
                    }
                  ],
                  "label": "",
                  "weight": 10
                }
              ],
              "label": "",
              "weight": 45
            }
          ],
          "label": "",
          "weight": 96
        }
      ],
      "label": "",
      "weight": 256
    }
  ]
}

Regions details

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Unnumbered regions are groups whose children share a particular constraint
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decomp of (rf_model input

Reg_id	Constraints	Invariant
511	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
510	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
509	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
508	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
507	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
506	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
505	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
504	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
503	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
502	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
501	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
500	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
499	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
498	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
497	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
496	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
495	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
494	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
493	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
492	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
491	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
490	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
489	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
488	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
487	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
486	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
485	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
484	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
483	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
482	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
481	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
480	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
479	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
478	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
477	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
476	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
475	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
474	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
473	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
472	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
471	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
470	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
469	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
468	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
467	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
466	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
465	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
464	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
463	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
462	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
461	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
460	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
459	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
458	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
457	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
456	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
455	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
454	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
453	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
452	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
451	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
450	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
449	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
448	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
447	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
446	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
445	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
444	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
443	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
442	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
441	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
440	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
439	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
438	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
437	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
436	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
435	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
434	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
433	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
432	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
431	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
430	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
429	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
428	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
427	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
426	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
425	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
424	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
423	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
422	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
421	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
420	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
419	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
418	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
417	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
416	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
415	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
414	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
413	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
412	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
411	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
410	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
409	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
408	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
407	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
406	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
405	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
404	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
403	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
402	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
401	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
400	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
399	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
398	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
397	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
396	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
395	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
394	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
393	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
392	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
391	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
390	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
389	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
388	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
387	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
386	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
385	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
384	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
383	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
382	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
381	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
380	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
379	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
378	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
377	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
376	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
375	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
374	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
373	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
372	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
371	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
370	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
369	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
368	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
367	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
366	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
365	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
364	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
363	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
362	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
361	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
360	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
359	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
358	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
357	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
356	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
355	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
354	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
353	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
352	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
351	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
350	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
349	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
348	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
347	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
346	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
345	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
344	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
343	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
342	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
341	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
340	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
339	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
338	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
337	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
336	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
335	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
334	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
333	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
332	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
331	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
330	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
329	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
328	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
327	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
326	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
325	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
324	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
323	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
322	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
321	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
320	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
319	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
318	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
317	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
316	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
315	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
314	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
313	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
312	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
311	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
310	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
309	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
308	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
307	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
306	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
305	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
304	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
303	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
302	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
301	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
300	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
299	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
298	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
297	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
296	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
295	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
294	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
293	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
292	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
291	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
290	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
289	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
288	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
287	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
286	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
285	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
284	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
283	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
282	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
281	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
280	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
279	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
278	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
277	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
276	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
275	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
274	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
273	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
272	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
271	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
270	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
269	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
268	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
267	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
266	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
265	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
264	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
263	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
262	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
261	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
260	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
259	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
258	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
257	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
256	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
255	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
254	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
253	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
252	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
251	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
250	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
249	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
248	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
247	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
246	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
245	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
244	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
243	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
242	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
241	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
240	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
239	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
238	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
237	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
236	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
235	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
234	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
233	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
232	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
231	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
230	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
229	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
228	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
227	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
226	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
225	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
224	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
223	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
222	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
221	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
220	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
219	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
218	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
217	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
216	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
215	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
214	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
213	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
212	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
211	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
210	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
209	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
208	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
207	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
206	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
205	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
204	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
203	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
202	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
201	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
200	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
199	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
198	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
197	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
196	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
195	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
194	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
193	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
192	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
191	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
190	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
189	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
188	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
187	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
186	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
185	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
184	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
183	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
182	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
181	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
180	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
179	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
178	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
177	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
176	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
175	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
174	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
173	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
172	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
171	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
170	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
169	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
168	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
167	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
166	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"benign"
165	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
164	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
163	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
162	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
161	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
160	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
159	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
158	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
157	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
156	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
155	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
154	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
153	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
152	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
151	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
150	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
149	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
148	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
147	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
146	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
145	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
144	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
143	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
142	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
141	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
140	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
139	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
138	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
137	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
136	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
135	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
134	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
133	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
132	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
131	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
130	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
129	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
128	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
127	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
126	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
125	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
124	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
123	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
122	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
121	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
120	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
119	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
118	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
117	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
116	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
115	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
114	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
113	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
112	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
111	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
110	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
109	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
108	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
107	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
106	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
105	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
104	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
103	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
102	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
101	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
100	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
99	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
98	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
97	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
96	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
95	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
94	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
93	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
92	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
91	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
90	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
89	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
88	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
87	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
86	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
85	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
84	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
83	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
82	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
81	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
80	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
79	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
78	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
77	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
76	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
75	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
74	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
73	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
72	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
71	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
70	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
69	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
68	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
67	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
66	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
65	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
64	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
63	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
62	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
61	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
60	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
59	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
58	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
57	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
56	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
55	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
54	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
53	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
52	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
51	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
50	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
49	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
48	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
47	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
46	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
45	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
44	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
43	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
42	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
41	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
40	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
39	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
38	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
37	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
36	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
35	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
34	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
33	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
32	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
31	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
30	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
29	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
28	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
27	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
26	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
25	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
24	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
23	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
22	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
21	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
20	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
19	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
18	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
17	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
16	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
15	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
14	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
13	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
12	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
11	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
10	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
9	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
8	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
7	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
6	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
5	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
4	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
3	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
2	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
1	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"
0	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) 5 <=. input.radius_mean input.radius_mean <=. 35 0 <=. input.compactness_mean input.compactness_mean <=. 2/5 0 <=. input.concavity_mean input.concavity_mean <=. 1/2 0 <=. input.radius_se input.radius_se <=. 7/2 0 <=. input.compactness_worst input.compactness_worst <=. 6/5 0 <=. input.concavity_worst input.concavity_worst <=. 3/2 0 <=. input.concave_points_worst input.concave_points_worst <=. 7/20	"malignant"

Try this!

In [12]:

Modular_decomp.top "tree_0"

Out[12]:

- : Modular_decomp_intf.decomp_ref = <abstr>

Voronoi (8 of 8)
Table

{
  "regions": [
    {
      "constraints": [ "f_6 > 2453/25000" ],
      "region": null,
      "groups": [
        {
          "constraints": [ "f_6 > 2453/25000", "f_2 > 265413/100000" ],
          "region": {
            "constraints": [ "f_2 > 265413/100000", "f_6 > 2453/25000" ],
            "invariant": "F = (7, 5)"
          },
          "groups": [],
          "label": "2",
          "weight": 1
        },
        {
          "constraints": [
            "f_6 > 2453/25000", "-2163/20000 < f_2 <= 265413/100000"
          ],
          "region": {
            "constraints": [
              "-2163/20000 < f_2 <= 265413/100000", "f_6 > 2453/25000"
            ],
            "invariant": "F = (6, 128)"
          },
          "groups": [],
          "label": "1",
          "weight": 1
        }
      ],
      "label": "",
      "weight": 2
    },
    {
      "constraints": [ "f_2 > -2163/20000" ],
      "region": null,
      "groups": [
        {
          "constraints": [ "f_2 > -2163/20000", "f_6 <= -17063/100000" ],
          "region": {
            "constraints": [ "f_6 <= -17063/100000", "f_2 > -2163/20000" ],
            "invariant": "F = (24, 0)"
          },
          "groups": [],
          "label": "2.2",
          "weight": 1
        },
        {
          "constraints": [
            "f_2 > -2163/20000", "-17063/100000 < f_6 <= 2453/25000"
          ],
          "region": {
            "constraints": [
              "-17063/100000 < f_6 <= 2453/25000", "f_2 > -2163/20000"
            ],
            "invariant": "F = (4, 2)"
          },
          "groups": [],
          "label": "2.1",
          "weight": 1
        }
      ],
      "label": "",
      "weight": 2
    },
    {
      "constraints": [ "f_2 <= -2163/20000" ],
      "region": null,
      "groups": [
        {
          "constraints": [ "f_2 <= -2163/20000", "f_0 > 6587/25000" ],
          "region": null,
          "groups": [
            {
              "constraints": [
                "f_2 <= -2163/20000", "f_0 > 6587/25000",
                "f_3 > -13559/25000"
              ],
              "region": {
                "constraints": [
                  "f_3 > -13559/25000", "f_0 > 6587/25000",
                  "f_2 <= -2163/20000"
                ],
                "invariant": "F = (3, 7)"
              },
              "groups": [],
              "label": "1.2",
              "weight": 1
            },
            {
              "constraints": [
                "f_2 <= -2163/20000", "f_0 > 6587/25000",
                "f_3 <= -13559/25000"
              ],
              "region": {
                "constraints": [
                  "f_3 <= -13559/25000", "f_0 > 6587/25000",
                  "f_2 <= -2163/20000"
                ],
                "invariant": "F = (8, 2)"
              },
              "groups": [],
              "label": "1.1",
              "weight": 1
            }
          ],
          "label": "",
          "weight": 2
        },
        {
          "constraints": [ "f_2 <= -2163/20000", "f_0 <= 6587/25000" ],
          "region": null,
          "groups": [
            {
              "constraints": [
                "f_2 <= -2163/20000", "f_0 <= 6587/25000", "f_6 > -193/3125"
              ],
              "region": {
                "constraints": [
                  "f_6 > -193/3125", "f_0 <= 6587/25000",
                  "f_2 <= -2163/20000"
                ],
                "invariant": "F = (17, 5)"
              },
              "groups": [],
              "label": "1.1.2",
              "weight": 1
            },
            {
              "constraints": [
                "f_2 <= -2163/20000", "f_0 <= 6587/25000", "f_6 <= -193/3125"
              ],
              "region": {
                "constraints": [
                  "f_6 <= -193/3125", "f_0 <= 6587/25000",
                  "f_2 <= -2163/20000"
                ],
                "invariant": "F = (236, 1)"
              },
              "groups": [],
              "label": "1.1.1",
              "weight": 1
            }
          ],
          "label": "",
          "weight": 2
        }
      ],
      "label": "",
      "weight": 4
    }
  ]
}

Regions details

No group selected.

Concrete regions are numbered
Unnumbered regions are groups whose children share a particular constraint
Click on a region to view its details
Double click on a region to zoom in on it
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Hit escape to reset back to the top

decomp of (tree_0 f_0, f_1, f_2, f_3, f_4, f_5, f_6

Reg_id	Constraints	Invariant
7	not (f_2 <=. 265413/100000) not (f_6 <=. 2453/25000) not (f_2 <=. (-2163/20000))	(7, 5)
6	f_2 <=. 265413/100000 not (f_6 <=. 2453/25000) not (f_2 <=. (-2163/20000))	(6, 128)
5	not (f_6 <=. (-17063/100000)) f_6 <=. 2453/25000 not (f_2 <=. (-2163/20000))	(4, 2)
4	f_6 <=. (-17063/100000) f_6 <=. 2453/25000 not (f_2 <=. (-2163/20000))	(24, 0)
3	not (f_3 <=. (-13559/25000)) not (f_0 <=. 6587/25000) f_2 <=. (-2163/20000)	(3, 7)
2	f_3 <=. (-13559/25000) not (f_0 <=. 6587/25000) f_2 <=. (-2163/20000)	(8, 2)
1	not (f_6 <=. (-193/3125)) f_0 <=. 6587/25000 f_2 <=. (-2163/20000)	(17, 5)
0	f_6 <=. (-193/3125) f_0 <=. 6587/25000 f_2 <=. (-2163/20000)	(236, 1)

We can also use side conditions on the region decomposition of our model by using the ~assuming: flag. One application here is in simulating partial observability. Perhaps we know most of the measurements for a particular set of cells and we'd like to see how the classification of the input depends on the remaining features. Let's imagine that we only have the concavity measurements for a particular patient's cell sample and we'd like to see how the output of our model depends on the values of the other features.

Try this!

In [13]:

let partial_observation x =
  is_valid_rf x &&
  x.concavity_mean = 0.04295 &&
  x.concavity_worst = 0.26000 &&
  x.concave_points_worst = 0.11460;;

Modular_decomp.top ~prune:true ~assuming:"partial_observation" "rf_model" [@@program];;

Out[13]:

val partial_observation : rf_input -> bool = <fun>
- : Modular_decomp_intf.decomp_ref = <abstr>

Voronoi (256 of 512)
Table

{
  "regions": [
    {
      "constraints": [
        "0 <= input.compactness_mean <= 2/5",
        "0 <= input.compactness_worst <= 6/5", "0 <= input.radius_se <= 7/2",
        "5 <= input.radius_mean <= 35",
        "input.concave_points_worst = 573/5000",
        "input.concavity_mean = 859/20000", "input.concavity_worst = 13/50"
      ],
      "region": null,
      "groups": [
        {
          "constraints": [
            "0 <= input.compactness_mean <= 2/5",
            "0 <= input.compactness_worst <= 6/5",
            "0 <= input.radius_se <= 7/2", "5 <= input.radius_mean <= 35",
            "input.concave_points_worst = 573/5000",
            "input.concavity_mean = 859/20000",
            "input.concavity_worst = 13/50",
            "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
            "((input.concave_points_worst - 11461/100000) / 6573/100000) > 2453/25000",
            "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
            "265413/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000"
          ],
          "region": null,
          "groups": [
            {
              "constraints": [
                "0 <= input.compactness_mean <= 2/5",
                "0 <= input.compactness_worst <= 6/5",
                "0 <= input.radius_se <= 7/2",
                "5 <= input.radius_mean <= 35",
                "input.concave_points_worst = 573/5000",
                "input.concavity_mean = 859/20000",
                "input.concavity_worst = 13/50",
                "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                "((input.concave_points_worst - 11461/100000) / 6573/100000) > 2453/25000",
                "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                "265413/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                "((input.radius_se - 40517/100000) / 27731/100000) > 1422/3125"
              ],
              "region": {
                "constraints": [
                  "265413/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                  "((input.concave_points_worst - 11461/100000) / 6573/100000) > 2453/25000",
                  "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                  "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                  "((input.radius_se - 40517/100000) / 27731/100000) > 1422/3125",
                  "input.concave_points_worst = 573/5000",
                  "input.concavity_mean = 859/20000",
                  "input.concavity_worst = 13/50",
                  "0 <= input.compactness_worst <= 6/5",
                  "0 <= input.radius_se <= 7/2",
                  "0 <= input.compactness_mean <= 2/5",
                  "5 <= input.radius_mean <= 35"
                ],
                "invariant": "F = \"benign\""
              },
              "groups": [],
              "label": "2",
              "weight": 1
            },
            {
              "constraints": [
                "0 <= input.compactness_mean <= 2/5",
                "0 <= input.compactness_worst <= 6/5",
                "0 <= input.radius_se <= 7/2",
                "5 <= input.radius_mean <= 35",
                "input.concave_points_worst = 573/5000",
                "input.concavity_mean = 859/20000",
                "input.concavity_worst = 13/50",
                "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                "((input.concave_points_worst - 11461/100000) / 6573/100000) > 2453/25000",
                "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                "265413/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                "((input.radius_se - 40517/100000) / 27731/100000) <= 1422/3125"
              ],
              "region": {
                "constraints": [
                  "265413/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                  "((input.concave_points_worst - 11461/100000) / 6573/100000) > 2453/25000",
                  "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                  "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                  "((input.radius_se - 40517/100000) / 27731/100000) <= 1422/3125",
                  "input.concave_points_worst = 573/5000",
                  "input.concavity_mean = 859/20000",
                  "input.concavity_worst = 13/50",
                  "0 <= input.compactness_worst <= 6/5",
                  "0 <= input.radius_se <= 7/2",
                  "0 <= input.compactness_mean <= 2/5",
                  "5 <= input.radius_mean <= 35"
                ],
                "invariant": "F = \"benign\""
              },
              "groups": [],
              "label": "1",
              "weight": 1
            }
          ],
          "label": "",
          "weight": 2
        },
        {
          "constraints": [
            "0 <= input.compactness_mean <= 2/5",
            "0 <= input.compactness_worst <= 6/5",
            "0 <= input.radius_se <= 7/2", "5 <= input.radius_mean <= 35",
            "input.concave_points_worst = 573/5000",
            "input.concavity_mean = 859/20000",
            "input.concavity_worst = 13/50",
            "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
            "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
            "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000"
          ],
          "region": null,
          "groups": [
            {
              "constraints": [
                "0 <= input.compactness_mean <= 2/5",
                "0 <= input.compactness_worst <= 6/5",
                "0 <= input.radius_se <= 7/2",
                "5 <= input.radius_mean <= 35",
                "input.concave_points_worst = 573/5000",
                "input.concavity_mean = 859/20000",
                "input.concavity_worst = 13/50",
                "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                "-17063/100000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= 2453/25000",
                "((input.radius_se - 40517/100000) / 27731/100000) > 1422/3125"
              ],
              "region": {
                "constraints": [
                  "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                  "-17063/100000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= 2453/25000",
                  "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                  "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                  "((input.radius_se - 40517/100000) / 27731/100000) > 1422/3125",
                  "input.concave_points_worst = 573/5000",
                  "input.concavity_mean = 859/20000",
                  "input.concavity_worst = 13/50",
                  "0 <= input.compactness_worst <= 6/5",
                  "0 <= input.radius_se <= 7/2",
                  "0 <= input.compactness_mean <= 2/5",
                  "5 <= input.radius_mean <= 35"
                ],
                "invariant": "F = \"benign\""
              },
              "groups": [],
              "label": "7.2.1",
              "weight": 1
            },
            {
              "constraints": [
                "0 <= input.compactness_mean <= 2/5",
                "0 <= input.compactness_worst <= 6/5",
                "0 <= input.radius_se <= 7/2",
                "5 <= input.radius_mean <= 35",
                "input.concave_points_worst = 573/5000",
                "input.concavity_mean = 859/20000",
                "input.concavity_worst = 13/50",
                "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                "((input.radius_se - 40517/100000) / 27731/100000) <= 1422/3125"
              ],
              "region": null,
              "groups": [
                {
                  "constraints": [
                    "0 <= input.compactness_mean <= 2/5",
                    "0 <= input.compactness_worst <= 6/5",
                    "0 <= input.radius_se <= 7/2",
                    "5 <= input.radius_mean <= 35",
                    "input.concave_points_worst = 573/5000",
                    "input.concavity_mean = 859/20000",
                    "input.concavity_worst = 13/50",
                    "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                    "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                    "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                    "((input.radius_se - 40517/100000) / 27731/100000) <= 1422/3125",
                    "-17063/100000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= 2453/25000"
                  ],
                  "region": {
                    "constraints": [
                      "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                      "-17063/100000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= 2453/25000",
                      "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                      "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                      "((input.radius_se - 40517/100000) / 27731/100000) <= 1422/3125",
                      "input.concave_points_worst = 573/5000",
                      "input.concavity_mean = 859/20000",
                      "input.concavity_worst = 13/50",
                      "0 <= input.compactness_worst <= 6/5",
                      "0 <= input.radius_se <= 7/2",
                      "0 <= input.compactness_mean <= 2/5",
                      "5 <= input.radius_mean <= 35"
                    ],
                    "invariant": "F = \"benign\""
                  },
                  "groups": [],
                  "label": "7.1.2",
                  "weight": 1
                },
                {
                  "constraints": [
                    "0 <= input.compactness_mean <= 2/5",
                    "0 <= input.compactness_worst <= 6/5",
                    "0 <= input.radius_se <= 7/2",
                    "5 <= input.radius_mean <= 35",
                    "input.concave_points_worst = 573/5000",
                    "input.concavity_mean = 859/20000",
                    "input.concavity_worst = 13/50",
                    "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                    "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                    "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                    "((input.radius_se - 40517/100000) / 27731/100000) <= 1422/3125",
                    "((input.concave_points_worst - 11461/100000) / 6573/100000) <= -17063/100000"
                  ],
                  "region": {
                    "constraints": [
                      "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                      "((input.concave_points_worst - 11461/100000) / 6573/100000) <= -17063/100000",
                      "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                      "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                      "((input.radius_se - 40517/100000) / 27731/100000) <= 1422/3125",
                      "input.concave_points_worst = 573/5000",
                      "input.concavity_mean = 859/20000",
                      "input.concavity_worst = 13/50",
                      "0 <= input.compactness_worst <= 6/5",
                      "0 <= input.radius_se <= 7/2",
                      "0 <= input.compactness_mean <= 2/5",
                      "5 <= input.radius_mean <= 35"
                    ],
                    "invariant": "F = \"benign\""
                  },
                  "groups": [],
                  "label": "7.1.1",
                  "weight": 1
                }
              ],
              "label": "",
              "weight": 2
            }
          ],
          "label": "",
          "weight": 3
        },
        {
          "constraints": [
            "0 <= input.compactness_mean <= 2/5",
            "0 <= input.compactness_worst <= 6/5",
            "0 <= input.radius_se <= 7/2", "5 <= input.radius_mean <= 35",
            "input.concave_points_worst = 573/5000",
            "input.concavity_mean = 859/20000",
            "input.concavity_worst = 13/50",
            "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
            "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
            "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000"
          ],
          "region": null,
          "groups": [
            {
              "constraints": [
                "0 <= input.compactness_mean <= 2/5",
                "0 <= input.compactness_worst <= 6/5",
                "0 <= input.radius_se <= 7/2",
                "5 <= input.radius_mean <= 35",
                "input.concave_points_worst = 573/5000",
                "input.concavity_mean = 859/20000",
                "input.concavity_worst = 13/50",
                "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                "((input.concave_points_worst - 11461/100000) / 6573/100000) > 2453/25000",
                "265413/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000"
              ],
              "region": {
                "constraints": [
                  "265413/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                  "((input.concave_points_worst - 11461/100000) / 6573/100000) > 2453/25000",
                  "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                  "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                  "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                  "input.concave_points_worst = 573/5000",
                  "input.concavity_mean = 859/20000",
                  "input.concavity_worst = 13/50",
                  "0 <= input.compactness_worst <= 6/5",
                  "0 <= input.radius_se <= 7/2",
                  "0 <= input.compactness_mean <= 2/5",
                  "5 <= input.radius_mean <= 35"
                ],
                "invariant": "F = \"benign\""
              },
              "groups": [],
              "label": "6.2.1",
              "weight": 1
            },
            {
              "constraints": [
                "0 <= input.compactness_mean <= 2/5",
                "0 <= input.compactness_worst <= 6/5",
                "0 <= input.radius_se <= 7/2",
                "5 <= input.radius_mean <= 35",
                "input.concave_points_worst = 573/5000",
                "input.concavity_mean = 859/20000",
                "input.concavity_worst = 13/50",
                "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000"
              ],
              "region": null,
              "groups": [
                {
                  "constraints": [
                    "0 <= input.compactness_mean <= 2/5",
                    "0 <= input.compactness_worst <= 6/5",
                    "0 <= input.radius_se <= 7/2",
                    "5 <= input.radius_mean <= 35",
                    "input.concave_points_worst = 573/5000",
                    "input.concavity_mean = 859/20000",
                    "input.concavity_worst = 13/50",
                    "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                    "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                    "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                    "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                    "-17063/100000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= 2453/25000"
                  ],
                  "region": {
                    "constraints": [
                      "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                      "-17063/100000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= 2453/25000",
                      "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                      "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                      "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                      "input.concave_points_worst = 573/5000",
                      "input.concavity_mean = 859/20000",
                      "input.concavity_worst = 13/50",
                      "0 <= input.compactness_worst <= 6/5",
                      "0 <= input.radius_se <= 7/2",
                      "0 <= input.compactness_mean <= 2/5",
                      "5 <= input.radius_mean <= 35"
                    ],
                    "invariant": "F = \"benign\""
                  },
                  "groups": [],
                  "label": "6.1.3",
                  "weight": 1
                },
                {
                  "constraints": [
                    "0 <= input.compactness_mean <= 2/5",
                    "0 <= input.compactness_worst <= 6/5",
                    "0 <= input.radius_se <= 7/2",
                    "5 <= input.radius_mean <= 35",
                    "input.concave_points_worst = 573/5000",
                    "input.concavity_mean = 859/20000",
                    "input.concavity_worst = 13/50",
                    "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                    "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                    "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                    "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                    "((input.concave_points_worst - 11461/100000) / 6573/100000) > 2453/25000"
                  ],
                  "region": {
                    "constraints": [
                      "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                      "((input.concave_points_worst - 11461/100000) / 6573/100000) > 2453/25000",
                      "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                      "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                      "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                      "input.concave_points_worst = 573/5000",
                      "input.concavity_mean = 859/20000",
                      "input.concavity_worst = 13/50",
                      "0 <= input.compactness_worst <= 6/5",
                      "0 <= input.radius_se <= 7/2",
                      "0 <= input.compactness_mean <= 2/5",
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                    "5 <= input.radius_mean <= 35",
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                    "input.concavity_mean = 859/20000",
                    "input.concavity_worst = 13/50",
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                    "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
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                    "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
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                      "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                      "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                      "input.concave_points_worst = 573/5000",
                      "input.concavity_mean = 859/20000",
                      "input.concavity_worst = 13/50",
                      "0 <= input.compactness_worst <= 6/5",
                      "0 <= input.radius_se <= 7/2",
                      "0 <= input.compactness_mean <= 2/5",
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            "0 <= input.compactness_worst <= 6/5",
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            "input.concave_points_worst = 573/5000",
            "input.concavity_mean = 859/20000",
            "input.concavity_worst = 13/50",
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            "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
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                "5 <= input.radius_mean <= 35",
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                  "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                  "input.concave_points_worst = 573/5000",
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                  "input.concavity_worst = 13/50",
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                "input.concavity_worst = 13/50",
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                "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
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                    "input.concavity_worst = 13/50",
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                    "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
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                    "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
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                      "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                      "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                      "input.concave_points_worst = 573/5000",
                      "input.concavity_mean = 859/20000",
                      "input.concavity_worst = 13/50",
                      "0 <= input.compactness_worst <= 6/5",
                      "0 <= input.radius_se <= 7/2",
                      "0 <= input.compactness_mean <= 2/5",
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                    "0 <= input.compactness_worst <= 6/5",
                    "0 <= input.radius_se <= 7/2",
                    "5 <= input.radius_mean <= 35",
                    "input.concave_points_worst = 573/5000",
                    "input.concavity_mean = 859/20000",
                    "input.concavity_worst = 13/50",
                    "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                    "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                    "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                    "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
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                      "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                      "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                      "input.concave_points_worst = 573/5000",
                      "input.concavity_mean = 859/20000",
                      "input.concavity_worst = 13/50",
                      "0 <= input.compactness_worst <= 6/5",
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                      "0 <= input.compactness_mean <= 2/5",
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                    "input.concavity_mean = 859/20000",
                    "input.concavity_worst = 13/50",
                    "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                    "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
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                    "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
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                      "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                      "input.concave_points_worst = 573/5000",
                      "input.concavity_mean = 859/20000",
                      "input.concavity_worst = 13/50",
                      "0 <= input.compactness_worst <= 6/5",
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                      "0 <= input.compactness_mean <= 2/5",
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            "0 <= input.radius_se <= 7/2", "5 <= input.radius_mean <= 35",
            "input.concave_points_worst = 573/5000",
            "input.concavity_mean = 859/20000",
            "input.concavity_worst = 13/50",
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                "input.concavity_worst = 13/50",
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                "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
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                      "input.concave_points_worst = 573/5000",
                      "input.concavity_mean = 859/20000",
                      "input.concavity_worst = 13/50",
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                    "input.concavity_worst = 13/50",
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                    "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
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                      "((input.radius_se - 40517/100000) / 27731/100000) <= 1422/3125",
                      "input.concave_points_worst = 573/5000",
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                      "input.concavity_worst = 13/50",
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                    "input.concave_points_worst = 573/5000",
                    "input.concavity_mean = 859/20000",
                    "input.concavity_worst = 13/50",
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                    "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                    "265413/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
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                        "input.concavity_worst = 13/50",
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                          "input.concave_points_worst = 573/5000",
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                          "input.concavity_worst = 13/50",
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                        "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                        "265413/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
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                          "((input.radius_se - 40517/100000) / 27731/100000) <= 1422/3125",
                          "input.concave_points_worst = 573/5000",
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                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
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                "input.concave_points_worst = 573/5000",
                "input.concavity_mean = 859/20000",
                "input.concavity_worst = 13/50",
                "-7603/20000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
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                    "265413/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                    "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000"
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                        "0 <= input.compactness_worst <= 6/5",
                        "0 <= input.radius_se <= 7/2",
                        "5 <= input.radius_mean <= 35",
                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "-7603/20000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                        "265413/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                        "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
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                          "-7603/20000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                          "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                          "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
                          "0 <= input.radius_se <= 7/2",
                          "0 <= input.compactness_mean <= 2/5",
                          "5 <= input.radius_mean <= 35"
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                        "0 <= input.compactness_worst <= 6/5",
                        "0 <= input.radius_se <= 7/2",
                        "5 <= input.radius_mean <= 35",
                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "-7603/20000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                        "265413/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                        "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                        "((input.concave_points_worst - 11461/100000) / 6573/100000) > 2453/25000"
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                          "265413/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                          "((input.concave_points_worst - 11461/100000) / 6573/100000) > 2453/25000",
                          "-7603/20000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                          "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                          "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
                          "0 <= input.radius_se <= 7/2",
                          "0 <= input.compactness_mean <= 2/5",
                          "5 <= input.radius_mean <= 35"
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                    "0 <= input.compactness_worst <= 6/5",
                    "0 <= input.radius_se <= 7/2",
                    "5 <= input.radius_mean <= 35",
                    "input.concave_points_worst = 573/5000",
                    "input.concavity_mean = 859/20000",
                    "input.concavity_worst = 13/50",
                    "-7603/20000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                    "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                    "265413/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                    "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000"
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                        "0 <= input.compactness_worst <= 6/5",
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                        "5 <= input.radius_mean <= 35",
                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "-7603/20000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                        "265413/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                        "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                        "2453/25000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= -7927/100000"
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                          "2453/25000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= -7927/100000",
                          "-7603/20000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                          "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                          "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
                          "0 <= input.radius_se <= 7/2",
                          "0 <= input.compactness_mean <= 2/5",
                          "5 <= input.radius_mean <= 35"
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                        "0 <= input.compactness_worst <= 6/5",
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                        "5 <= input.radius_mean <= 35",
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                        "input.concavity_worst = 13/50",
                        "-7603/20000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                        "265413/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                        "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                        "((input.concave_points_worst - 11461/100000) / 6573/100000) > 2453/25000"
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                          "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                          "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
                          "0 <= input.radius_se <= 7/2",
                          "0 <= input.compactness_mean <= 2/5",
                          "5 <= input.radius_mean <= 35"
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                "0 <= input.compactness_worst <= 6/5",
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                "5 <= input.radius_mean <= 35",
                "input.concave_points_worst = 573/5000",
                "input.concavity_mean = 859/20000",
                "input.concavity_worst = 13/50",
                "-7603/20000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000"
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                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
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                            "0 <= input.compactness_worst <= 6/5",
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                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
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                            "input.concavity_worst = 13/50",
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                            "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
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                              "input.concavity_worst = 13/50",
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                            "0 <= input.compactness_worst <= 6/5",
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                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
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                            "input.concavity_worst = 13/50",
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                            "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
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                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
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                            "0 <= input.compactness_worst <= 6/5",
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                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "-7603/20000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                            "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
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                              "input.concavity_worst = 13/50",
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                              "-7603/20000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                              "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                              "((input.radius_se - 40517/100000) / 27731/100000) <= 1422/3125",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
                              "0 <= input.radius_se <= 7/2",
                              "0 <= input.compactness_mean <= 2/5",
                              "5 <= input.radius_mean <= 35"
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                            "0 <= input.compactness_worst <= 6/5",
                            "0 <= input.radius_se <= 7/2",
                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "-7603/20000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                            "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                            "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                            "((input.radius_se - 40517/100000) / 27731/100000) <= 1422/3125",
                            "-17063/100000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= -7927/100000"
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                              "-17063/100000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= -7927/100000",
                              "-7603/20000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                              "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                              "((input.radius_se - 40517/100000) / 27731/100000) <= 1422/3125",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
                              "0 <= input.radius_se <= 7/2",
                              "0 <= input.compactness_mean <= 2/5",
                              "5 <= input.radius_mean <= 35"
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                            "0 <= input.compactness_worst <= 6/5",
                            "0 <= input.radius_se <= 7/2",
                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "-7603/20000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                            "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                            "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                            "((input.radius_se - 40517/100000) / 27731/100000) <= 1422/3125",
                            "((input.concave_points_worst - 11461/100000) / 6573/100000) <= -17063/100000"
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                              "((input.concave_points_worst - 11461/100000) / 6573/100000) <= -17063/100000",
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                              "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                              "((input.radius_se - 40517/100000) / 27731/100000) <= 1422/3125",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
                              "0 <= input.radius_se <= 7/2",
                              "0 <= input.compactness_mean <= 2/5",
                              "5 <= input.radius_mean <= 35"
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                    "5 <= input.radius_mean <= 35",
                    "input.concave_points_worst = 573/5000",
                    "input.concavity_mean = 859/20000",
                    "input.concavity_worst = 13/50",
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                    "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
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                        "5 <= input.radius_mean <= 35",
                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
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                        "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
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                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
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                            "input.concavity_worst = 13/50",
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                              "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
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                            "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                            "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
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                              "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
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                            "0 <= input.compactness_worst <= 6/5",
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                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "-7603/20000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                            "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                            "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                            "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
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                              "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                              "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
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                            "0 <= input.compactness_worst <= 6/5",
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                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "-7603/20000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                            "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                            "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                            "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
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                              "input.concavity_worst = 13/50",
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                            "0 <= input.compactness_worst <= 6/5",
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                            "input.concavity_worst = 13/50",
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                            "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
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                              "input.concavity_worst = 13/50",
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                            "input.concavity_worst = 13/50",
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                              "input.concavity_worst = 13/50",
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                              "0 <= input.radius_se <= 7/2",
                              "0 <= input.compactness_mean <= 2/5",
                              "5 <= input.radius_mean <= 35"
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                            "0 <= input.compactness_worst <= 6/5",
                            "0 <= input.radius_se <= 7/2",
                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "-7603/20000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                            "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                            "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                            "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
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                              "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                              "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
                              "0 <= input.radius_se <= 7/2",
                              "0 <= input.compactness_mean <= 2/5",
                              "5 <= input.radius_mean <= 35"
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                            "0 <= input.compactness_worst <= 6/5",
                            "0 <= input.radius_se <= 7/2",
                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "-7603/20000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                            "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                            "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                            "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                            "((input.concave_points_worst - 11461/100000) / 6573/100000) > 2453/25000"
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                              "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
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                            "0 <= input.compactness_worst <= 6/5",
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                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
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                            "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                            "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
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                              "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
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            "input.concave_points_worst = 573/5000",
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            "((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000"
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                          "input.concavity_worst = 13/50",
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                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
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                    "((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
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                          "input.concavity_worst = 13/50",
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                        "input.concavity_worst = 13/50",
                        "((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                        "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                        "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= 6587/25000",
                        "((input.concave_points_worst - 11461/100000) / 6573/100000) > -193/3125"
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                          "((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                          "((input.radius_mean - 1412729/100000) / 70481/20000) <= 6587/25000",
                          "((input.concave_points_worst - 11461/100000) / 6573/100000) > -193/3125",
                          "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                          "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
                          "0 <= input.radius_se <= 7/2",
                          "0 <= input.compactness_mean <= 2/5",
                          "5 <= input.radius_mean <= 35"
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                        "0 <= input.compactness_worst <= 6/5",
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                        "5 <= input.radius_mean <= 35",
                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                        "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                        "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= 6587/25000",
                        "((input.concave_points_worst - 11461/100000) / 6573/100000) <= -193/3125"
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                          "((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                          "((input.radius_mean - 1412729/100000) / 70481/20000) <= 6587/25000",
                          "((input.concave_points_worst - 11461/100000) / 6573/100000) <= -193/3125",
                          "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                          "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
                          "0 <= input.radius_se <= 7/2",
                          "0 <= input.compactness_mean <= 2/5",
                          "5 <= input.radius_mean <= 35"
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                "0 <= input.compactness_mean <= 2/5",
                "0 <= input.compactness_worst <= 6/5",
                "0 <= input.radius_se <= 7/2",
                "5 <= input.radius_mean <= 35",
                "input.concave_points_worst = 573/5000",
                "input.concavity_mean = 859/20000",
                "input.concavity_worst = 13/50",
                "((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000"
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                    "0 <= input.compactness_worst <= 6/5",
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                    "5 <= input.radius_mean <= 35",
                    "input.concave_points_worst = 573/5000",
                    "input.concavity_mean = 859/20000",
                    "input.concavity_worst = 13/50",
                    "((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                    "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
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                    "6587/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000"
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                        "0 <= input.compactness_worst <= 6/5",
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                        "5 <= input.radius_mean <= 35",
                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                        "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                        "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                        "6587/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
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                          "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                          "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
                          "0 <= input.radius_se <= 7/2",
                          "0 <= input.compactness_mean <= 2/5",
                          "5 <= input.radius_mean <= 35"
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                        "0 <= input.compactness_worst <= 6/5",
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                        "5 <= input.radius_mean <= 35",
                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                        "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                        "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                        "6587/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                        "((input.radius_se - 40517/100000) / 27731/100000) <= -13559/25000"
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                          "((input.radius_se - 40517/100000) / 27731/100000) <= -13559/25000",
                          "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                          "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
                          "0 <= input.radius_se <= 7/2",
                          "0 <= input.compactness_mean <= 2/5",
                          "5 <= input.radius_mean <= 35"
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                        "invariant": "F = \"benign\""
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                    "5 <= input.radius_mean <= 35",
                    "input.concave_points_worst = 573/5000",
                    "input.concavity_mean = 859/20000",
                    "input.concavity_worst = 13/50",
                    "((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                    "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                    "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                    "((input.radius_mean - 1412729/100000) / 70481/20000) <= 6587/25000"
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                        "input.concavity_worst = 13/50",
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                        "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
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                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= 6587/25000",
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                          "((input.concave_points_worst - 11461/100000) / 6573/100000) > -193/3125",
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                          "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
                          "0 <= input.radius_se <= 7/2",
                          "0 <= input.compactness_mean <= 2/5",
                          "5 <= input.radius_mean <= 35"
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                        "0 <= input.compactness_worst <= 6/5",
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                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                        "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                        "-60659/100000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -7603/20000",
                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= 6587/25000",
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                          "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
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                          "0 <= input.compactness_mean <= 2/5",
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                "input.concave_points_worst = 573/5000",
                "input.concavity_mean = 859/20000",
                "input.concavity_worst = 13/50",
                "((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
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                          "((input.concave_points_worst - 11461/100000) / 6573/100000) > -7927/100000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
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                          "((input.concave_points_worst - 11461/100000) / 6573/100000) > -7927/100000",
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                    "((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
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                              "input.concavity_worst = 13/50",
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                            "0 <= input.compactness_worst <= 6/5",
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                            "input.concavity_worst = 13/50",
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                            "-7603/20000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                            "17131/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= 6587/25000",
                            "((input.radius_se - 40517/100000) / 27731/100000) > 1422/3125",
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                              "-7603/20000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                              "((input.radius_se - 40517/100000) / 27731/100000) > 1422/3125",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
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                            "0 <= input.compactness_worst <= 6/5",
                            "0 <= input.radius_se <= 7/2",
                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                            "-7603/20000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                            "17131/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= 6587/25000",
                            "((input.radius_se - 40517/100000) / 27731/100000) > 1422/3125",
                            "((input.concave_points_worst - 11461/100000) / 6573/100000) > -193/3125"
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                              "((input.radius_se - 40517/100000) / 27731/100000) > 1422/3125",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
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                        "0 <= input.compactness_worst <= 6/5",
                        "0 <= input.radius_se <= 7/2",
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                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
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                              "input.concave_points_worst = 573/5000",
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                              "input.concavity_worst = 13/50",
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                            "input.concavity_worst = 13/50",
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                            "-7603/20000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
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                              "input.concavity_worst = 13/50",
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                            "-7603/20000 < ((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
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                      "5861/12500 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= -193/3125",
                      "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                      "((input.radius_se - 40517/100000) / 27731/100000) <= 1422/3125",
                      "input.concave_points_worst = 573/5000",
                      "input.concavity_mean = 859/20000",
                      "input.concavity_worst = 13/50",
                      "0 <= input.compactness_worst <= 6/5",
                      "0 <= input.radius_se <= 7/2",
                      "0 <= input.compactness_mean <= 2/5",
                      "5 <= input.radius_mean <= 35"
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                "0 <= input.compactness_worst <= 6/5",
                "0 <= input.radius_se <= 7/2",
                "5 <= input.radius_mean <= 35",
                "input.concave_points_worst = 573/5000",
                "input.concavity_mean = 859/20000",
                "input.concavity_worst = 13/50",
                "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                "((input.concavity_mean - 111/1250) / 1993/25000) > 265413/100000",
                "1422/3125 < ((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                "2453/25000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= 5861/12500"
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                  "2453/25000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= 5861/12500",
                  "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                  "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                  "1422/3125 < ((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                  "input.concave_points_worst = 573/5000",
                  "input.concavity_mean = 859/20000",
                  "input.concavity_worst = 13/50",
                  "0 <= input.compactness_worst <= 6/5",
                  "0 <= input.radius_se <= 7/2",
                  "0 <= input.compactness_mean <= 2/5",
                  "5 <= input.radius_mean <= 35"
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                "0 <= input.compactness_mean <= 2/5",
                "0 <= input.compactness_worst <= 6/5",
                "0 <= input.radius_se <= 7/2",
                "5 <= input.radius_mean <= 35",
                "input.concave_points_worst = 573/5000",
                "input.concavity_mean = 859/20000",
                "input.concavity_worst = 13/50",
                "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                "((input.concavity_mean - 111/1250) / 1993/25000) > 10459/100000",
                "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000"
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                    "0 <= input.compactness_mean <= 2/5",
                    "0 <= input.compactness_worst <= 6/5",
                    "0 <= input.radius_se <= 7/2",
                    "5 <= input.radius_mean <= 35",
                    "input.concave_points_worst = 573/5000",
                    "input.concavity_mean = 859/20000",
                    "input.concavity_worst = 13/50",
                    "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                    "((input.concavity_mean - 111/1250) / 1993/25000) > 10459/100000",
                    "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                    "1422/3125 < ((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                    "-17063/100000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= 2453/25000"
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                      "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                      "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                      "1422/3125 < ((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                      "input.concave_points_worst = 573/5000",
                      "input.concavity_mean = 859/20000",
                      "input.concavity_worst = 13/50",
                      "0 <= input.compactness_worst <= 6/5",
                      "0 <= input.radius_se <= 7/2",
                      "0 <= input.compactness_mean <= 2/5",
                      "5 <= input.radius_mean <= 35"
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                    "0 <= input.compactness_worst <= 6/5",
                    "0 <= input.radius_se <= 7/2",
                    "5 <= input.radius_mean <= 35",
                    "input.concave_points_worst = 573/5000",
                    "input.concavity_mean = 859/20000",
                    "input.concavity_worst = 13/50",
                    "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                    "((input.concavity_mean - 111/1250) / 1993/25000) > 10459/100000",
                    "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                    "((input.concave_points_worst - 11461/100000) / 6573/100000) <= -17063/100000"
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                      "constraints": [
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                        "0 <= input.compactness_worst <= 6/5",
                        "0 <= input.radius_se <= 7/2",
                        "5 <= input.radius_mean <= 35",
                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                        "((input.concavity_mean - 111/1250) / 1993/25000) > 10459/100000",
                        "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                        "((input.concave_points_worst - 11461/100000) / 6573/100000) <= -17063/100000",
                        "20821/50000 < ((input.radius_se - 40517/100000) / 27731/100000) <= 1422/3125"
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                          "((input.concave_points_worst - 11461/100000) / 6573/100000) <= -17063/100000",
                          "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                          "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                          "20821/50000 < ((input.radius_se - 40517/100000) / 27731/100000) <= 1422/3125",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
                          "0 <= input.radius_se <= 7/2",
                          "0 <= input.compactness_mean <= 2/5",
                          "5 <= input.radius_mean <= 35"
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                        "invariant": "F = \"benign\""
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                        "0 <= input.compactness_worst <= 6/5",
                        "0 <= input.radius_se <= 7/2",
                        "5 <= input.radius_mean <= 35",
                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                        "((input.concavity_mean - 111/1250) / 1993/25000) > 10459/100000",
                        "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                        "((input.concave_points_worst - 11461/100000) / 6573/100000) <= -17063/100000",
                        "1422/3125 < ((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000"
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                          "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                          "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                          "1422/3125 < ((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
                          "0 <= input.radius_se <= 7/2",
                          "0 <= input.compactness_mean <= 2/5",
                          "5 <= input.radius_mean <= 35"
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                        "invariant": "F = \"benign\""
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                        "0 <= input.compactness_worst <= 6/5",
                        "0 <= input.radius_se <= 7/2",
                        "5 <= input.radius_mean <= 35",
                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                        "((input.concavity_mean - 111/1250) / 1993/25000) > 10459/100000",
                        "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                        "((input.concave_points_worst - 11461/100000) / 6573/100000) <= -17063/100000",
                        "((input.radius_se - 40517/100000) / 27731/100000) > 1422/3125"
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                          "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                          "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                          "((input.radius_se - 40517/100000) / 27731/100000) > 1422/3125",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
                          "0 <= input.radius_se <= 7/2",
                          "0 <= input.compactness_mean <= 2/5",
                          "5 <= input.radius_mean <= 35"
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                        "invariant": "F = \"benign\""
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                "0 <= input.compactness_worst <= 6/5",
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                "5 <= input.radius_mean <= 35",
                "input.concave_points_worst = 573/5000",
                "input.concavity_mean = 859/20000",
                "input.concavity_worst = 13/50",
                "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000"
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                    "5 <= input.radius_mean <= 35",
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                    "input.concavity_worst = 13/50",
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                    "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
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                    "((input.concavity_mean - 111/1250) / 1993/25000) > 265413/100000",
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                      "input.concave_points_worst = 573/5000",
                      "input.concavity_mean = 859/20000",
                      "input.concavity_worst = 13/50",
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                    "input.concavity_mean = 859/20000",
                    "input.concavity_worst = 13/50",
                    "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                    "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
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                        "input.concavity_worst = 13/50",
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                          "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                          "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
                          "0 <= input.radius_se <= 7/2",
                          "0 <= input.compactness_mean <= 2/5",
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                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
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                        "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
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                        "((input.concavity_mean - 111/1250) / 1993/25000) > 10459/100000",
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                          "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
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                "5 <= input.radius_mean <= 35",
                "input.concave_points_worst = 573/5000",
                "input.concavity_mean = 859/20000",
                "input.concavity_worst = 13/50",
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                "174327/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000"
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                    "input.concave_points_worst = 573/5000",
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                      "input.concave_points_worst = 573/5000",
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                      "input.concavity_worst = 13/50",
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                    "5 <= input.radius_mean <= 35",
                    "input.concave_points_worst = 573/5000",
                    "input.concavity_mean = 859/20000",
                    "input.concavity_worst = 13/50",
                    "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                    "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                    "174327/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                    "((input.concave_points_worst - 11461/100000) / 6573/100000) > 5861/12500"
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                        "input.concavity_worst = 13/50",
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                        "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                        "174327/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                        "((input.concave_points_worst - 11461/100000) / 6573/100000) > 5861/12500",
                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= 6587/25000"
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                          "174327/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                          "((input.radius_mean - 1412729/100000) / 70481/20000) <= 6587/25000",
                          "((input.concave_points_worst - 11461/100000) / 6573/100000) > 5861/12500",
                          "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                          "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
                          "0 <= input.radius_se <= 7/2",
                          "0 <= input.compactness_mean <= 2/5",
                          "5 <= input.radius_mean <= 35"
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                        "0 <= input.radius_se <= 7/2",
                        "5 <= input.radius_mean <= 35",
                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                        "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                        "174327/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                        "((input.concave_points_worst - 11461/100000) / 6573/100000) > 5861/12500",
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                            "0 <= input.compactness_mean <= 2/5",
                            "0 <= input.compactness_worst <= 6/5",
                            "0 <= input.radius_se <= 7/2",
                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                            "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                            "174327/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                            "((input.concave_points_worst - 11461/100000) / 6573/100000) > 5861/12500",
                            "6587/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                            "((input.radius_se - 40517/100000) / 27731/100000) > -13559/25000"
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                              "6587/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                              "((input.radius_se - 40517/100000) / 27731/100000) > -13559/25000",
                              "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                              "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                              "((input.concave_points_worst - 11461/100000) / 6573/100000) > 5861/12500",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
                              "0 <= input.radius_se <= 7/2",
                              "0 <= input.compactness_mean <= 2/5",
                              "5 <= input.radius_mean <= 35"
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                            "0 <= input.compactness_worst <= 6/5",
                            "0 <= input.radius_se <= 7/2",
                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                            "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                            "174327/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                            "((input.concave_points_worst - 11461/100000) / 6573/100000) > 5861/12500",
                            "6587/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                            "((input.radius_se - 40517/100000) / 27731/100000) <= -13559/25000"
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                              "((input.radius_se - 40517/100000) / 27731/100000) <= -13559/25000",
                              "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                              "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                              "((input.concave_points_worst - 11461/100000) / 6573/100000) > 5861/12500",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
                              "0 <= input.radius_se <= 7/2",
                              "0 <= input.compactness_mean <= 2/5",
                              "5 <= input.radius_mean <= 35"
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              "constraints": [
                "0 <= input.compactness_mean <= 2/5",
                "0 <= input.compactness_worst <= 6/5",
                "0 <= input.radius_se <= 7/2",
                "5 <= input.radius_mean <= 35",
                "input.concave_points_worst = 573/5000",
                "input.concavity_mean = 859/20000",
                "input.concavity_worst = 13/50",
                "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000"
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                    "5 <= input.radius_mean <= 35",
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                    "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
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                      "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
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                      "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                      "input.concave_points_worst = 573/5000",
                      "input.concavity_mean = 859/20000",
                      "input.concavity_worst = 13/50",
                      "0 <= input.compactness_worst <= 6/5",
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                    "input.concavity_mean = 859/20000",
                    "input.concavity_worst = 13/50",
                    "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                    "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                    "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                    "((input.concavity_mean - 111/1250) / 1993/25000) > 174327/100000"
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                        "input.concavity_worst = 13/50",
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                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                        "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                        "((input.concavity_mean - 111/1250) / 1993/25000) > 174327/100000",
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                          "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                          "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
                          "0 <= input.radius_se <= 7/2",
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                        "5 <= input.radius_mean <= 35",
                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                        "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                        "((input.concavity_mean - 111/1250) / 1993/25000) > 174327/100000",
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                          "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                          "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                          "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
                          "0 <= input.radius_se <= 7/2",
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                          "5 <= input.radius_mean <= 35"
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                    "input.concave_points_worst = 573/5000",
                    "input.concavity_mean = 859/20000",
                    "input.concavity_worst = 13/50",
                    "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                    "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                    "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                    "((input.concavity_mean - 111/1250) / 1993/25000) > 265413/100000"
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                        "input.concavity_worst = 13/50",
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                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
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                          "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                          "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                          "((input.radius_se - 40517/100000) / 27731/100000) > 20821/50000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
                          "0 <= input.radius_se <= 7/2",
                          "0 <= input.compactness_mean <= 2/5",
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                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
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                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                        "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                        "((input.concavity_mean - 111/1250) / 1993/25000) > 265413/100000",
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                          "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
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                        "input.concavity_worst = 13/50",
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                          "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
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                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
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                        "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
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                          "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                          "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                          "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                          "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
                          "0 <= input.radius_se <= 7/2",
                          "0 <= input.compactness_mean <= 2/5",
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                    "input.concave_points_worst = 573/5000",
                    "input.concavity_mean = 859/20000",
                    "input.concavity_worst = 13/50",
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                        "input.concave_points_worst = 573/5000",
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                        "input.concavity_worst = 13/50",
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                          "((input.radius_se - 40517/100000) / 27731/100000) > 20821/50000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
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                        "input.concavity_worst = 13/50",
                        "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                        "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                        "((input.concavity_mean - 111/1250) / 1993/25000) > 10459/100000",
                        "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
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                          "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                          "input.concave_points_worst = 573/5000",
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                          "input.concavity_worst = 13/50",
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                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                        "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
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                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
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                              "input.concavity_worst = 13/50",
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                              "((input.concave_points_worst - 11461/100000) / 6573/100000) > 5861/12500",
                              "input.concave_points_worst = 573/5000",
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                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                            "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                            "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                            "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 174327/100000",
                            "5861/12500 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= 2453/25000"
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                              "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 174327/100000",
                              "5861/12500 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= 2453/25000",
                              "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                              "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                              "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
                              "0 <= input.radius_se <= 7/2",
                              "0 <= input.compactness_mean <= 2/5",
                              "5 <= input.radius_mean <= 35"
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                            "invariant": "F = \"benign\""
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                            "0 <= input.compactness_mean <= 2/5",
                            "0 <= input.compactness_worst <= 6/5",
                            "0 <= input.radius_se <= 7/2",
                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                            "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                            "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                            "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 174327/100000",
                            "5861/12500 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= -17063/100000"
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                              "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 174327/100000",
                              "5861/12500 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= -17063/100000",
                              "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                              "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                              "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
                              "0 <= input.radius_se <= 7/2",
                              "0 <= input.compactness_mean <= 2/5",
                              "5 <= input.radius_mean <= 35"
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                        "0 <= input.compactness_mean <= 2/5",
                        "0 <= input.compactness_worst <= 6/5",
                        "0 <= input.radius_se <= 7/2",
                        "5 <= input.radius_mean <= 35",
                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                        "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                        "((input.concavity_mean - 111/1250) / 1993/25000) > 174327/100000"
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                            "0 <= input.compactness_worst <= 6/5",
                            "0 <= input.radius_se <= 7/2",
                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                            "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                            "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                            "((input.concavity_mean - 111/1250) / 1993/25000) > 174327/100000",
                            "5861/12500 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= 2453/25000"
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                              "5861/12500 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= 2453/25000",
                              "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                              "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                              "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
                              "0 <= input.radius_se <= 7/2",
                              "0 <= input.compactness_mean <= 2/5",
                              "5 <= input.radius_mean <= 35"
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                            "0 <= input.compactness_worst <= 6/5",
                            "0 <= input.radius_se <= 7/2",
                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                            "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                            "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                            "((input.concavity_mean - 111/1250) / 1993/25000) > 174327/100000",
                            "5861/12500 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= -17063/100000"
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                              "5861/12500 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= -17063/100000",
                              "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                              "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                              "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
                              "0 <= input.radius_se <= 7/2",
                              "0 <= input.compactness_mean <= 2/5",
                              "5 <= input.radius_mean <= 35"
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                        "0 <= input.compactness_worst <= 6/5",
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                        "5 <= input.radius_mean <= 35",
                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                        "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                        "((input.concave_points_worst - 11461/100000) / 6573/100000) > 5861/12500",
                        "265413/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 174327/100000"
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                          "((input.concave_points_worst - 11461/100000) / 6573/100000) > 5861/12500",
                          "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                          "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                          "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
                          "0 <= input.radius_se <= 7/2",
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                          "5 <= input.radius_mean <= 35"
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                        "0 <= input.compactness_worst <= 6/5",
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                        "5 <= input.radius_mean <= 35",
                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                        "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                        "((input.concavity_mean - 111/1250) / 1993/25000) > 265413/100000",
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                          "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                          "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                          "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
                          "0 <= input.radius_se <= 7/2",
                          "0 <= input.compactness_mean <= 2/5",
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                        "0 <= input.compactness_worst <= 6/5",
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                        "5 <= input.radius_mean <= 35",
                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                        "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                        "((input.radius_se - 40517/100000) / 27731/100000) > 20821/50000",
                        "2453/25000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= 5861/12500"
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                            "0 <= input.compactness_worst <= 6/5",
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                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                            "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
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                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
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                            "0 <= input.compactness_worst <= 6/5",
                            "0 <= input.radius_se <= 7/2",
                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                            "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                            "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                            "((input.radius_se - 40517/100000) / 27731/100000) > 20821/50000",
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                            "((input.concavity_mean - 111/1250) / 1993/25000) > 265413/100000"
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                              "((input.radius_se - 40517/100000) / 27731/100000) > 20821/50000",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
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                              "5 <= input.radius_mean <= 35"
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                        "5 <= input.radius_mean <= 35",
                        "input.concave_points_worst = 573/5000",
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                        "input.concavity_worst = 13/50",
                        "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                        "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                        "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
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                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
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                              "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
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                            "0 <= input.compactness_worst <= 6/5",
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                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
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                            "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
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                              "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
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                        "5 <= input.radius_mean <= 35",
                        "input.concave_points_worst = 573/5000",
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                        "input.concavity_worst = 13/50",
                        "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                        "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                        "((input.concavity_mean - 111/1250) / 1993/25000) > 10459/100000"
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                            "0 <= input.compactness_mean <= 2/5",
                            "0 <= input.compactness_worst <= 6/5",
                            "0 <= input.radius_se <= 7/2",
                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                            "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                            "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                            "((input.concavity_mean - 111/1250) / 1993/25000) > 10459/100000",
                            "((input.radius_se - 40517/100000) / 27731/100000) > 20821/50000",
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                              "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                              "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                              "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                              "((input.radius_se - 40517/100000) / 27731/100000) > 20821/50000",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
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                              "0 <= input.compactness_mean <= 2/5",
                              "5 <= input.radius_mean <= 35"
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                            "0 <= input.compactness_worst <= 6/5",
                            "0 <= input.radius_se <= 7/2",
                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                            "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                            "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                            "((input.concavity_mean - 111/1250) / 1993/25000) > 10459/100000",
                            "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                            "-17063/100000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= 2453/25000"
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                              "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                              "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                              "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                              "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
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                              "5 <= input.radius_mean <= 35"
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                            "0 <= input.compactness_worst <= 6/5",
                            "0 <= input.radius_se <= 7/2",
                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                            "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                            "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                            "((input.concavity_mean - 111/1250) / 1993/25000) > 10459/100000",
                            "((input.concave_points_worst - 11461/100000) / 6573/100000) <= -17063/100000"
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                                "0 <= input.compactness_worst <= 6/5",
                                "0 <= input.radius_se <= 7/2",
                                "5 <= input.radius_mean <= 35",
                                "input.concave_points_worst = 573/5000",
                                "input.concavity_mean = 859/20000",
                                "input.concavity_worst = 13/50",
                                "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                                "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                                "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                                "((input.concavity_mean - 111/1250) / 1993/25000) > 10459/100000",
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                                "((input.radius_se - 40517/100000) / 27731/100000) > 20821/50000"
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                                  "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                                  "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                                  "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                                  "((input.radius_se - 40517/100000) / 27731/100000) > 20821/50000",
                                  "input.concave_points_worst = 573/5000",
                                  "input.concavity_mean = 859/20000",
                                  "input.concavity_worst = 13/50",
                                  "0 <= input.compactness_worst <= 6/5",
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                                "0 <= input.compactness_worst <= 6/5",
                                "0 <= input.radius_se <= 7/2",
                                "5 <= input.radius_mean <= 35",
                                "input.concave_points_worst = 573/5000",
                                "input.concavity_mean = 859/20000",
                                "input.concavity_worst = 13/50",
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                                "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                                "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                                "((input.concavity_mean - 111/1250) / 1993/25000) > 10459/100000",
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                                "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000"
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                                  "((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
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                                  "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                                  "input.concave_points_worst = 573/5000",
                                  "input.concavity_mean = 859/20000",
                                  "input.concavity_worst = 13/50",
                                  "0 <= input.compactness_worst <= 6/5",
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                "0 <= input.compactness_worst <= 6/5",
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                "input.concavity_mean = 859/20000",
                "input.concavity_worst = 13/50",
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                          "((input.radius_se - 40517/100000) / 27731/100000) <= 1422/3125",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
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                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                        "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                        "17131/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= 6587/25000",
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                          "((input.radius_se - 40517/100000) / 27731/100000) > 1422/3125",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
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                        "input.concavity_worst = 13/50",
                        "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                        "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                        "17131/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= 6587/25000",
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                            "input.concave_points_worst = 573/5000",
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                            "input.concavity_worst = 13/50",
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                              "input.concave_points_worst = 573/5000",
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                              "input.concavity_worst = 13/50",
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                            "0 <= input.compactness_worst <= 6/5",
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                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
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                            "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                            "17131/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= 6587/25000",
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                              "1422/3125 < ((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                              "input.concave_points_worst = 573/5000",
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                              "input.concavity_worst = 13/50",
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                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
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                            "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
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                              "input.concavity_worst = 13/50",
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                            "input.concavity_worst = 13/50",
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                              "17131/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= 6587/25000",
                              "-193/3125 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= 5861/12500",
                              "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                              "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
                              "0 <= input.radius_se <= 7/2",
                              "0 <= input.compactness_mean <= 2/5",
                              "5 <= input.radius_mean <= 35"
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                        "0 <= input.compactness_worst <= 6/5",
                        "0 <= input.radius_se <= 7/2",
                        "5 <= input.radius_mean <= 35",
                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                        "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                        "17131/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= 6587/25000",
                        "((input.concave_points_worst - 11461/100000) / 6573/100000) <= -193/3125"
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                            "0 <= input.compactness_worst <= 6/5",
                            "0 <= input.radius_se <= 7/2",
                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                            "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                            "17131/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= 6587/25000",
                            "((input.concave_points_worst - 11461/100000) / 6573/100000) <= -193/3125",
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                              "((input.concave_points_worst - 11461/100000) / 6573/100000) <= -193/3125",
                              "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                              "20821/50000 < ((input.radius_se - 40517/100000) / 27731/100000) <= 1422/3125",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
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                            "0 <= input.compactness_worst <= 6/5",
                            "0 <= input.radius_se <= 7/2",
                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                            "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                            "17131/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= 6587/25000",
                            "((input.concave_points_worst - 11461/100000) / 6573/100000) <= -193/3125",
                            "1422/3125 < ((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000"
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                              "((input.concave_points_worst - 11461/100000) / 6573/100000) <= -193/3125",
                              "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                              "1422/3125 < ((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
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                            "0 <= input.compactness_worst <= 6/5",
                            "0 <= input.radius_se <= 7/2",
                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                            "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                            "17131/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= 6587/25000",
                            "((input.concave_points_worst - 11461/100000) / 6573/100000) <= -193/3125",
                            "((input.radius_se - 40517/100000) / 27731/100000) > 1422/3125"
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                              "((input.concave_points_worst - 11461/100000) / 6573/100000) <= -193/3125",
                              "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                              "((input.radius_se - 40517/100000) / 27731/100000) > 1422/3125",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
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                            "0 <= input.compactness_worst <= 6/5",
                            "0 <= input.radius_se <= 7/2",
                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                            "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                            "17131/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= 6587/25000",
                            "((input.concave_points_worst - 11461/100000) / 6573/100000) <= -193/3125",
                            "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000"
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                              "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                              "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
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                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
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                          "input.concavity_mean = 859/20000",
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                        "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
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                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
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                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= 6587/25000",
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                              "input.concavity_worst = 13/50",
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                            "0 <= input.compactness_worst <= 6/5",
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                            "input.concave_points_worst = 573/5000",
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                            "input.concavity_worst = 13/50",
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                            "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
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                              "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                              "input.concave_points_worst = 573/5000",
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                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                        "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                        "((input.concave_points_worst - 11461/100000) / 6573/100000) <= 5861/12500",
                        "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000"
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                            "0 <= input.compactness_mean <= 2/5",
                            "0 <= input.compactness_worst <= 6/5",
                            "0 <= input.radius_se <= 7/2",
                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                            "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                            "((input.concave_points_worst - 11461/100000) / 6573/100000) <= 5861/12500",
                            "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                            "1422/3125 < ((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000"
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                              "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                              "1422/3125 < ((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                              "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                              "((input.concave_points_worst - 11461/100000) / 6573/100000) <= 5861/12500",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
                              "0 <= input.radius_se <= 7/2",
                              "0 <= input.compactness_mean <= 2/5",
                              "5 <= input.radius_mean <= 35"
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                            "0 <= input.compactness_worst <= 6/5",
                            "0 <= input.radius_se <= 7/2",
                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                            "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                            "((input.concave_points_worst - 11461/100000) / 6573/100000) <= 5861/12500",
                            "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                            "1422/3125 < ((input.radius_se - 40517/100000) / 27731/100000) <= -13559/25000"
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                              "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                              "1422/3125 < ((input.radius_se - 40517/100000) / 27731/100000) <= -13559/25000",
                              "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                              "((input.concave_points_worst - 11461/100000) / 6573/100000) <= 5861/12500",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
                              "0 <= input.radius_se <= 7/2",
                              "0 <= input.compactness_mean <= 2/5",
                              "5 <= input.radius_mean <= 35"
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                            "0 <= input.compactness_worst <= 6/5",
                            "0 <= input.radius_se <= 7/2",
                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                            "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                            "((input.concave_points_worst - 11461/100000) / 6573/100000) <= 5861/12500",
                            "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                            "-13559/25000 < ((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000"
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                              "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
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                              "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                              "((input.concave_points_worst - 11461/100000) / 6573/100000) <= 5861/12500",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
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                            "0 <= input.compactness_worst <= 6/5",
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                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                            "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                            "((input.concave_points_worst - 11461/100000) / 6573/100000) <= 5861/12500",
                            "((input.radius_mean - 1412729/100000) / 70481/20000) > 17131/25000",
                            "((input.radius_se - 40517/100000) / 27731/100000) <= -13559/25000"
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                              "((input.radius_se - 40517/100000) / 27731/100000) <= -13559/25000",
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                              "((input.concave_points_worst - 11461/100000) / 6573/100000) <= 5861/12500",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
                              "0 <= input.radius_se <= 7/2",
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                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                        "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                        "((input.concave_points_worst - 11461/100000) / 6573/100000) <= 5861/12500",
                        "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
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                            "0 <= input.compactness_worst <= 6/5",
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                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
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                            "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
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                              "((input.concave_points_worst - 11461/100000) / 6573/100000) <= 5861/12500",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
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                            "0 <= input.compactness_worst <= 6/5",
                            "0 <= input.radius_se <= 7/2",
                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                            "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                            "((input.concave_points_worst - 11461/100000) / 6573/100000) <= 5861/12500",
                            "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                            "6587/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                            "-13559/25000 < ((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000"
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                              "6587/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                              "-13559/25000 < ((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                              "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                              "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                              "((input.concave_points_worst - 11461/100000) / 6573/100000) <= 5861/12500",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
                              "0 <= input.radius_se <= 7/2",
                              "0 <= input.compactness_mean <= 2/5",
                              "5 <= input.radius_mean <= 35"
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                            "0 <= input.compactness_worst <= 6/5",
                            "0 <= input.radius_se <= 7/2",
                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                            "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                            "((input.concave_points_worst - 11461/100000) / 6573/100000) <= 5861/12500",
                            "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                            "6587/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                            "((input.radius_se - 40517/100000) / 27731/100000) > 20821/50000"
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                              "((input.concave_points_worst - 11461/100000) / 6573/100000) <= 5861/12500",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
                              "0 <= input.radius_se <= 7/2",
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                            "0 <= input.compactness_worst <= 6/5",
                            "0 <= input.radius_se <= 7/2",
                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                            "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                            "((input.concave_points_worst - 11461/100000) / 6573/100000) <= 5861/12500",
                            "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                            "6587/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                            "((input.radius_se - 40517/100000) / 27731/100000) <= -13559/25000"
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                              "((input.compactness_mean - 5217/50000) / 5281/100000) <= -4159/5000",
                              "((input.concave_points_worst - 11461/100000) / 6573/100000) <= 5861/12500",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
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                              "5 <= input.radius_mean <= 35"
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                        "input.concave_points_worst = 573/5000",
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                        "input.concavity_worst = 13/50",
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                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
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                                "input.concavity_worst = 13/50",
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                                  "((input.concave_points_worst - 11461/100000) / 6573/100000) > 5861/12500",
                                  "input.concave_points_worst = 573/5000",
                                  "input.concavity_mean = 859/20000",
                                  "input.concavity_worst = 13/50",
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                                "0 <= input.compactness_worst <= 6/5",
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                                "5 <= input.radius_mean <= 35",
                                "input.concave_points_worst = 573/5000",
                                "input.concavity_mean = 859/20000",
                                "input.concavity_worst = 13/50",
                                "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                                "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                                "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                                "6587/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                                "((input.concave_points_worst - 11461/100000) / 6573/100000) > 5861/12500",
                                "((input.radius_se - 40517/100000) / 27731/100000) <= -13559/25000"
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                                  "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                                  "6587/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
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                                  "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                                  "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                                  "((input.concave_points_worst - 11461/100000) / 6573/100000) > 5861/12500",
                                  "input.concave_points_worst = 573/5000",
                                  "input.concavity_mean = 859/20000",
                                  "input.concavity_worst = 13/50",
                                  "0 <= input.compactness_worst <= 6/5",
                                  "0 <= input.radius_se <= 7/2",
                                  "0 <= input.compactness_mean <= 2/5",
                                  "5 <= input.radius_mean <= 35"
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                            "0 <= input.compactness_mean <= 2/5",
                            "0 <= input.compactness_worst <= 6/5",
                            "0 <= input.radius_se <= 7/2",
                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                            "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                            "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                            "6587/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                            "((input.concave_points_worst - 11461/100000) / 6573/100000) <= 5861/12500"
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                                "0 <= input.compactness_mean <= 2/5",
                                "0 <= input.compactness_worst <= 6/5",
                                "0 <= input.radius_se <= 7/2",
                                "5 <= input.radius_mean <= 35",
                                "input.concave_points_worst = 573/5000",
                                "input.concavity_mean = 859/20000",
                                "input.concavity_worst = 13/50",
                                "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                                "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                                "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                                "6587/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                                "((input.concave_points_worst - 11461/100000) / 6573/100000) <= 5861/12500",
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                                  "6587/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                                  "20821/50000 < ((input.radius_se - 40517/100000) / 27731/100000) <= -13559/25000",
                                  "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                                  "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                                  "((input.concave_points_worst - 11461/100000) / 6573/100000) <= 5861/12500",
                                  "input.concave_points_worst = 573/5000",
                                  "input.concavity_mean = 859/20000",
                                  "input.concavity_worst = 13/50",
                                  "0 <= input.compactness_worst <= 6/5",
                                  "0 <= input.radius_se <= 7/2",
                                  "0 <= input.compactness_mean <= 2/5",
                                  "5 <= input.radius_mean <= 35"
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                                "0 <= input.compactness_worst <= 6/5",
                                "0 <= input.radius_se <= 7/2",
                                "5 <= input.radius_mean <= 35",
                                "input.concave_points_worst = 573/5000",
                                "input.concavity_mean = 859/20000",
                                "input.concavity_worst = 13/50",
                                "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                                "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                                "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                                "6587/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                                "((input.concave_points_worst - 11461/100000) / 6573/100000) <= 5861/12500",
                                "-13559/25000 < ((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000"
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                                  "6587/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
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                                  "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                                  "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                                  "((input.concave_points_worst - 11461/100000) / 6573/100000) <= 5861/12500",
                                  "input.concave_points_worst = 573/5000",
                                  "input.concavity_mean = 859/20000",
                                  "input.concavity_worst = 13/50",
                                  "0 <= input.compactness_worst <= 6/5",
                                  "0 <= input.radius_se <= 7/2",
                                  "0 <= input.compactness_mean <= 2/5",
                                  "5 <= input.radius_mean <= 35"
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                                "invariant": "F = \"benign\""
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                                "0 <= input.compactness_mean <= 2/5",
                                "0 <= input.compactness_worst <= 6/5",
                                "0 <= input.radius_se <= 7/2",
                                "5 <= input.radius_mean <= 35",
                                "input.concave_points_worst = 573/5000",
                                "input.concavity_mean = 859/20000",
                                "input.concavity_worst = 13/50",
                                "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                                "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                                "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                                "6587/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                                "((input.concave_points_worst - 11461/100000) / 6573/100000) <= 5861/12500",
                                "((input.radius_se - 40517/100000) / 27731/100000) > 20821/50000"
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                                  "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                                  "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                                  "((input.concave_points_worst - 11461/100000) / 6573/100000) <= 5861/12500",
                                  "input.concave_points_worst = 573/5000",
                                  "input.concavity_mean = 859/20000",
                                  "input.concavity_worst = 13/50",
                                  "0 <= input.compactness_worst <= 6/5",
                                  "0 <= input.radius_se <= 7/2",
                                  "0 <= input.compactness_mean <= 2/5",
                                  "5 <= input.radius_mean <= 35"
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                                "0 <= input.compactness_worst <= 6/5",
                                "0 <= input.radius_se <= 7/2",
                                "5 <= input.radius_mean <= 35",
                                "input.concave_points_worst = 573/5000",
                                "input.concavity_mean = 859/20000",
                                "input.concavity_worst = 13/50",
                                "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                                "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                                "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                                "6587/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= 17131/25000",
                                "((input.concave_points_worst - 11461/100000) / 6573/100000) <= 5861/12500",
                                "((input.radius_se - 40517/100000) / 27731/100000) <= -13559/25000"
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                                  "((input.concave_points_worst - 11461/100000) / 6573/100000) <= 5861/12500",
                                  "input.concave_points_worst = 573/5000",
                                  "input.concavity_mean = 859/20000",
                                  "input.concavity_worst = 13/50",
                                  "0 <= input.compactness_worst <= 6/5",
                                  "0 <= input.radius_se <= 7/2",
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                                  "5 <= input.radius_mean <= 35"
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                        "0 <= input.compactness_worst <= 6/5",
                        "0 <= input.radius_se <= 7/2",
                        "5 <= input.radius_mean <= 35",
                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                        "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                        "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
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                            "0 <= input.compactness_mean <= 2/5",
                            "0 <= input.compactness_worst <= 6/5",
                            "0 <= input.radius_se <= 7/2",
                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
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                              "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
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                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                            "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
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                              "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
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                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                            "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                            "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
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                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
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                            "input.concavity_worst = 13/50",
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                            "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
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                              "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
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                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
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                            "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
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                            "((input.radius_mean - 1412729/100000) / 70481/20000) <= 6587/25000",
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                                  "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                                  "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                                  "((input.radius_se - 40517/100000) / 27731/100000) > 20821/50000",
                                  "input.concave_points_worst = 573/5000",
                                  "input.concavity_mean = 859/20000",
                                  "input.concavity_worst = 13/50",
                                  "0 <= input.compactness_worst <= 6/5",
                                  "0 <= input.radius_se <= 7/2",
                                  "0 <= input.compactness_mean <= 2/5",
                                  "5 <= input.radius_mean <= 35"
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                                "0 <= input.compactness_worst <= 6/5",
                                "0 <= input.radius_se <= 7/2",
                                "5 <= input.radius_mean <= 35",
                                "input.concave_points_worst = 573/5000",
                                "input.concavity_mean = 859/20000",
                                "input.concavity_worst = 13/50",
                                "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                                "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                                "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                                "((input.radius_mean - 1412729/100000) / 70481/20000) <= 6587/25000",
                                "((input.concave_points_worst - 11461/100000) / 6573/100000) <= -193/3125",
                                "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000"
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                                  "((input.radius_mean - 1412729/100000) / 70481/20000) <= 6587/25000",
                                  "((input.concave_points_worst - 11461/100000) / 6573/100000) <= -193/3125",
                                  "((input.concavity_worst - 27219/100000) / 10431/50000) <= -5799/100000",
                                  "((input.compactness_mean - 5217/50000) / 5281/100000) > -4159/5000",
                                  "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                                  "input.concave_points_worst = 573/5000",
                                  "input.concavity_mean = 859/20000",
                                  "input.concavity_worst = 13/50",
                                  "0 <= input.compactness_worst <= 6/5",
                                  "0 <= input.radius_se <= 7/2",
                                  "0 <= input.compactness_mean <= 2/5",
                                  "5 <= input.radius_mean <= 35"
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                                "invariant": "F = \"benign\""
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            "0 <= input.compactness_worst <= 6/5",
            "0 <= input.radius_se <= 7/2", "5 <= input.radius_mean <= 35",
            "input.concave_points_worst = 573/5000",
            "input.concavity_mean = 859/20000",
            "input.concavity_worst = 13/50",
            "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000"
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                "0 <= input.compactness_worst <= 6/5",
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                "5 <= input.radius_mean <= 35",
                "input.concave_points_worst = 573/5000",
                "input.concavity_mean = 859/20000",
                "input.concavity_worst = 13/50",
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                "((input.radius_mean - 1412729/100000) / 70481/20000) > -4667/25000"
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                      "input.concave_points_worst = 573/5000",
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                    "265413/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000"
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                        "((input.radius_mean - 1412729/100000) / 70481/20000) > -4667/25000",
                        "265413/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
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                          "((input.radius_mean - 1412729/100000) / 70481/20000) > -4667/25000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
                          "0 <= input.radius_se <= 7/2",
                          "0 <= input.compactness_mean <= 2/5",
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                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
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                        "((input.radius_mean - 1412729/100000) / 70481/20000) > -4667/25000",
                        "265413/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
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                          "((input.radius_mean - 1412729/100000) / 70481/20000) > -4667/25000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
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                          "((input.radius_mean - 1412729/100000) / 70481/20000) > -4667/25000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
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                        "input.concavity_worst = 13/50",
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                        "((input.radius_mean - 1412729/100000) / 70481/20000) > -4667/25000",
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                          "((input.radius_mean - 1412729/100000) / 70481/20000) > -4667/25000",
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                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
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                          "input.concavity_mean = 859/20000",
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                        "0 <= input.compactness_worst <= 6/5",
                        "0 <= input.radius_se <= 7/2",
                        "5 <= input.radius_mean <= 35",
                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
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                        "((input.radius_se - 40517/100000) / 27731/100000) > 20821/50000",
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                        "((input.concavity_mean - 111/1250) / 1993/25000) > 10459/100000",
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                          "((input.radius_mean - 1412729/100000) / 70481/20000) > -4667/25000",
                          "((input.radius_se - 40517/100000) / 27731/100000) > 20821/50000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
                          "0 <= input.radius_se <= 7/2",
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                "0 <= input.compactness_worst <= 6/5",
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                "input.concave_points_worst = 573/5000",
                "input.concavity_mean = 859/20000",
                "input.concavity_worst = 13/50",
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                "174327/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
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                      "input.concave_points_worst = 573/5000",
                      "input.concavity_mean = 859/20000",
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                    "174327/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
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                      "input.concave_points_worst = 573/5000",
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                "input.concavity_mean = 859/20000",
                "input.concavity_worst = 13/50",
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                "174327/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
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                "input.concavity_mean = 859/20000",
                "input.concavity_worst = 13/50",
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                    "input.concavity_worst = 13/50",
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                    "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
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                      "input.concavity_worst = 13/50",
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                          "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
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                        "0 <= input.compactness_worst <= 6/5",
                        "0 <= input.radius_se <= 7/2",
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                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                        "((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                        "-4667/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= 6587/25000",
                        "-7927/100000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= -193/3125"
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                          "-4667/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= 6587/25000",
                          "-7927/100000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= -193/3125",
                          "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
                          "0 <= input.radius_se <= 7/2",
                          "0 <= input.compactness_mean <= 2/5",
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                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                        "((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                        "-4667/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= 6587/25000",
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                          "-4667/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= 6587/25000",
                          "-193/3125 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= -9/100000",
                          "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
                          "0 <= input.radius_se <= 7/2",
                          "0 <= input.compactness_mean <= 2/5",
                          "5 <= input.radius_mean <= 35"
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                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                        "((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                        "-4667/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= 6587/25000",
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                          "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
                          "0 <= input.radius_se <= 7/2",
                          "0 <= input.compactness_mean <= 2/5",
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                        "input.concavity_worst = 13/50",
                        "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                        "((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                        "-4667/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= 6587/25000",
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                          "((input.concave_points_worst - 11461/100000) / 6573/100000) <= -7927/100000",
                          "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
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                          "0 <= input.compactness_mean <= 2/5",
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                    "input.concavity_worst = 13/50",
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                        "((input.radius_se - 40517/100000) / 27731/100000) <= -13559/25000",
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                          "-7927/100000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= -9/100000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
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                          "input.concavity_worst = 13/50",
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                    "input.concavity_worst = 13/50",
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                            "input.concavity_worst = 13/50",
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                              "input.concave_points_worst = 573/5000",
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                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
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                              "input.concave_points_worst = 573/5000",
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                              "input.concave_points_worst = 573/5000",
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                              "((input.radius_se - 40517/100000) / 27731/100000) <= -13559/25000",
                              "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                              "-7927/100000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= 22607/50000",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
                              "0 <= input.radius_se <= 7/2",
                              "0 <= input.compactness_mean <= 2/5",
                              "5 <= input.radius_mean <= 35"
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                            "invariant": "F = \"benign\""
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                          "label": "1.3.1.1.3",
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                            "0 <= input.compactness_mean <= 2/5",
                            "0 <= input.compactness_worst <= 6/5",
                            "0 <= input.radius_se <= 7/2",
                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                            "((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                            "6587/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                            "((input.radius_se - 40517/100000) / 27731/100000) <= -13559/25000",
                            "((input.concave_points_worst - 11461/100000) / 6573/100000) > 22607/50000"
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                              "((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                              "6587/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                              "((input.radius_se - 40517/100000) / 27731/100000) <= -13559/25000",
                              "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                              "((input.concave_points_worst - 11461/100000) / 6573/100000) > 22607/50000",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
                              "0 <= input.radius_se <= 7/2",
                              "0 <= input.compactness_mean <= 2/5",
                              "5 <= input.radius_mean <= 35"
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                            "0 <= input.compactness_worst <= 6/5",
                            "0 <= input.radius_se <= 7/2",
                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                            "((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                            "6587/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                            "((input.radius_se - 40517/100000) / 27731/100000) <= -13559/25000",
                            "((input.concave_points_worst - 11461/100000) / 6573/100000) <= -7927/100000"
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                              "6587/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                              "((input.radius_se - 40517/100000) / 27731/100000) <= -13559/25000",
                              "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                              "((input.concave_points_worst - 11461/100000) / 6573/100000) <= -7927/100000",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
                              "0 <= input.radius_se <= 7/2",
                              "0 <= input.compactness_mean <= 2/5",
                              "5 <= input.radius_mean <= 35"
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              "constraints": [
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                "0 <= input.compactness_worst <= 6/5",
                "0 <= input.radius_se <= 7/2",
                "5 <= input.radius_mean <= 35",
                "input.concave_points_worst = 573/5000",
                "input.concavity_mean = 859/20000",
                "input.concavity_worst = 13/50",
                "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000"
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                    "0 <= input.compactness_worst <= 6/5",
                    "0 <= input.radius_se <= 7/2",
                    "5 <= input.radius_mean <= 35",
                    "input.concave_points_worst = 573/5000",
                    "input.concavity_mean = 859/20000",
                    "input.concavity_worst = 13/50",
                    "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                    "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
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                    "((input.radius_mean - 1412729/100000) / 70481/20000) > 6587/25000"
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                        "5 <= input.radius_mean <= 35",
                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                        "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
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                        "((input.radius_mean - 1412729/100000) / 70481/20000) > 6587/25000",
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                          "20821/50000 < ((input.radius_se - 40517/100000) / 27731/100000) <= -13559/25000",
                          "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                          "((input.concave_points_worst - 11461/100000) / 6573/100000) <= -9/100000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
                          "0 <= input.radius_se <= 7/2",
                          "0 <= input.compactness_mean <= 2/5",
                          "5 <= input.radius_mean <= 35"
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                        "0 <= input.compactness_worst <= 6/5",
                        "0 <= input.radius_se <= 7/2",
                        "5 <= input.radius_mean <= 35",
                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                        "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                        "((input.concave_points_worst - 11461/100000) / 6573/100000) <= -9/100000",
                        "((input.radius_mean - 1412729/100000) / 70481/20000) > 6587/25000",
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                          "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                          "((input.concave_points_worst - 11461/100000) / 6573/100000) <= -9/100000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
                          "0 <= input.radius_se <= 7/2",
                          "0 <= input.compactness_mean <= 2/5",
                          "5 <= input.radius_mean <= 35"
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                        "0 <= input.radius_se <= 7/2",
                        "5 <= input.radius_mean <= 35",
                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                        "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
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                        "((input.radius_mean - 1412729/100000) / 70481/20000) > 6587/25000",
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                          "((input.radius_se - 40517/100000) / 27731/100000) <= -13559/25000",
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                          "((input.concave_points_worst - 11461/100000) / 6573/100000) <= -9/100000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
                          "0 <= input.radius_se <= 7/2",
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                          "5 <= input.radius_mean <= 35"
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                    "0 <= input.compactness_worst <= 6/5",
                    "0 <= input.radius_se <= 7/2",
                    "5 <= input.radius_mean <= 35",
                    "input.concave_points_worst = 573/5000",
                    "input.concavity_mean = 859/20000",
                    "input.concavity_worst = 13/50",
                    "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                    "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                    "6587/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000"
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                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
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                        "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
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                          "22607/50000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= 5861/12500",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
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                        "0 <= input.compactness_worst <= 6/5",
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                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                        "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                        "6587/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                        "((input.radius_se - 40517/100000) / 27731/100000) <= -13559/25000",
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                          "22607/50000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= 5861/12500",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
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                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                        "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                        "6587/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
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                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
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                              "((input.concave_points_worst - 11461/100000) / 6573/100000) <= 22607/50000",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
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                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                            "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
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                              "((input.concave_points_worst - 11461/100000) / 6573/100000) <= 22607/50000",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
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                            "input.concave_points_worst = 573/5000",
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                            "input.concavity_worst = 13/50",
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                            "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
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                              "((input.concave_points_worst - 11461/100000) / 6573/100000) <= 22607/50000",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
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                            "0 <= input.compactness_worst <= 6/5",
                            "0 <= input.radius_se <= 7/2",
                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
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                            "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                            "6587/25000 < ((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                            "((input.concave_points_worst - 11461/100000) / 6573/100000) <= 22607/50000",
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                              "((input.concave_points_worst - 11461/100000) / 6573/100000) <= 22607/50000",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
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                    "input.concave_points_worst = 573/5000",
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                        "input.concave_points_worst = 573/5000",
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                        "input.concavity_worst = 13/50",
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                              "input.concavity_worst = 13/50",
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                    "input.concavity_mean = 859/20000",
                    "input.concavity_worst = 13/50",
                    "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                    "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                    "174327/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                    "5861/12500 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= 22607/50000"
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                      "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                      "5861/12500 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= 22607/50000",
                      "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                      "input.concave_points_worst = 573/5000",
                      "input.concavity_mean = 859/20000",
                      "input.concavity_worst = 13/50",
                      "0 <= input.compactness_worst <= 6/5",
                      "0 <= input.radius_se <= 7/2",
                      "0 <= input.compactness_mean <= 2/5",
                      "5 <= input.radius_mean <= 35"
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                    "invariant": "F = \"benign\""
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                  "constraints": [
                    "0 <= input.compactness_mean <= 2/5",
                    "0 <= input.compactness_worst <= 6/5",
                    "0 <= input.radius_se <= 7/2",
                    "5 <= input.radius_mean <= 35",
                    "input.concave_points_worst = 573/5000",
                    "input.concavity_mean = 859/20000",
                    "input.concavity_worst = 13/50",
                    "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                    "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                    "5861/12500 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= -193/3125",
                    "174327/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000"
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                  "constraints": [
                    "0 <= input.compactness_mean <= 2/5",
                    "0 <= input.compactness_worst <= 6/5",
                    "0 <= input.radius_se <= 7/2",
                    "5 <= input.radius_mean <= 35",
                    "input.concave_points_worst = 573/5000",
                    "input.concavity_mean = 859/20000",
                    "input.concavity_worst = 13/50",
                    "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                    "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                    "265413/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000"
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                  "region": null,
                  "groups": [
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                      "constraints": [
                        "0 <= input.compactness_mean <= 2/5",
                        "0 <= input.compactness_worst <= 6/5",
                        "0 <= input.radius_se <= 7/2",
                        "5 <= input.radius_mean <= 35",
                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                        "265413/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                        "2453/25000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= 22607/50000"
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                          "2453/25000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= 22607/50000",
                          "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                          "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
                          "0 <= input.radius_se <= 7/2",
                          "0 <= input.compactness_mean <= 2/5",
                          "5 <= input.radius_mean <= 35"
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                        "invariant": "F = \"benign\""
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                        "0 <= input.compactness_worst <= 6/5",
                        "0 <= input.radius_se <= 7/2",
                        "5 <= input.radius_mean <= 35",
                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                        "265413/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                        "2453/25000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= -7927/100000"
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                          "2453/25000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= -7927/100000",
                          "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                          "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
                          "0 <= input.radius_se <= 7/2",
                          "0 <= input.compactness_mean <= 2/5",
                          "5 <= input.radius_mean <= 35"
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                        "invariant": "F = \"benign\""
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                        "0 <= input.compactness_worst <= 6/5",
                        "0 <= input.radius_se <= 7/2",
                        "5 <= input.radius_mean <= 35",
                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                        "265413/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                        "((input.concave_points_worst - 11461/100000) / 6573/100000) > 22607/50000"
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                          "((input.concave_points_worst - 11461/100000) / 6573/100000) > 22607/50000",
                          "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                          "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
                          "0 <= input.radius_se <= 7/2",
                          "0 <= input.compactness_mean <= 2/5",
                          "5 <= input.radius_mean <= 35"
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                        "invariant": "F = \"benign\""
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                    "0 <= input.compactness_worst <= 6/5",
                    "0 <= input.radius_se <= 7/2",
                    "5 <= input.radius_mean <= 35",
                    "input.concave_points_worst = 573/5000",
                    "input.concavity_mean = 859/20000",
                    "input.concavity_worst = 13/50",
                    "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                    "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                    "22607/50000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= -7927/100000",
                    "265413/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000"
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                      "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                      "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                      "input.concave_points_worst = 573/5000",
                      "input.concavity_mean = 859/20000",
                      "input.concavity_worst = 13/50",
                      "0 <= input.compactness_worst <= 6/5",
                      "0 <= input.radius_se <= 7/2",
                      "0 <= input.compactness_mean <= 2/5",
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                    "0 <= input.compactness_worst <= 6/5",
                    "0 <= input.radius_se <= 7/2",
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                    "input.concave_points_worst = 573/5000",
                    "input.concavity_mean = 859/20000",
                    "input.concavity_worst = 13/50",
                    "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                    "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                    "((input.concavity_mean - 111/1250) / 1993/25000) > 265413/100000",
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                      "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                      "input.concave_points_worst = 573/5000",
                      "input.concavity_mean = 859/20000",
                      "input.concavity_worst = 13/50",
                      "0 <= input.compactness_worst <= 6/5",
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                      "0 <= input.compactness_mean <= 2/5",
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                    "0 <= input.compactness_worst <= 6/5",
                    "0 <= input.radius_se <= 7/2",
                    "5 <= input.radius_mean <= 35",
                    "input.concave_points_worst = 573/5000",
                    "input.concavity_mean = 859/20000",
                    "input.concavity_worst = 13/50",
                    "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                    "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                    "((input.radius_se - 40517/100000) / 27731/100000) > 20821/50000",
                    "((input.concavity_mean - 111/1250) / 1993/25000) > 265413/100000",
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                      "input.concave_points_worst = 573/5000",
                      "input.concavity_mean = 859/20000",
                      "input.concavity_worst = 13/50",
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                      "0 <= input.compactness_mean <= 2/5",
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                    "input.concave_points_worst = 573/5000",
                    "input.concavity_mean = 859/20000",
                    "input.concavity_worst = 13/50",
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                    "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
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                        "input.concavity_worst = 13/50",
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                          "((input.radius_se - 40517/100000) / 27731/100000) > 20821/50000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
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                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                        "((input.concavity_mean - 111/1250) / 1993/25000) > 10459/100000",
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                          "((input.radius_se - 40517/100000) / 27731/100000) > 20821/50000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
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                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
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                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
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                          "((input.radius_se - 40517/100000) / 27731/100000) > 20821/50000",
                          "input.concave_points_worst = 573/5000",
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                          "input.concavity_worst = 13/50",
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                          "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
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                        "input.concavity_worst = 13/50",
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                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
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                        "22607/50000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= -7927/100000"
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                      "region": {
                        "constraints": [
                          "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                          "22607/50000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= -7927/100000",
                          "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                          "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
                          "0 <= input.radius_se <= 7/2",
                          "0 <= input.compactness_mean <= 2/5",
                          "5 <= input.radius_mean <= 35"
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                        "invariant": "F = \"benign\""
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                      "constraints": [
                        "0 <= input.compactness_mean <= 2/5",
                        "0 <= input.compactness_worst <= 6/5",
                        "0 <= input.radius_se <= 7/2",
                        "5 <= input.radius_mean <= 35",
                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                        "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                        "-7927/100000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= 2453/25000"
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                          "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                          "-7927/100000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= 2453/25000",
                          "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                          "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
                          "0 <= input.radius_se <= 7/2",
                          "0 <= input.compactness_mean <= 2/5",
                          "5 <= input.radius_mean <= 35"
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                        "invariant": "F = \"benign\""
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                      "groups": [],
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                      "constraints": [
                        "0 <= input.compactness_mean <= 2/5",
                        "0 <= input.compactness_worst <= 6/5",
                        "0 <= input.radius_se <= 7/2",
                        "5 <= input.radius_mean <= 35",
                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                        "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                        "-7927/100000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= -17063/100000"
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                          "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                          "-7927/100000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= -17063/100000",
                          "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                          "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
                          "0 <= input.radius_se <= 7/2",
                          "0 <= input.compactness_mean <= 2/5",
                          "5 <= input.radius_mean <= 35"
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                        "invariant": "F = \"benign\""
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                        "0 <= input.compactness_worst <= 6/5",
                        "0 <= input.radius_se <= 7/2",
                        "5 <= input.radius_mean <= 35",
                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                        "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                        "-17063/100000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= -7927/100000"
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                          "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                          "-17063/100000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= -7927/100000",
                          "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                          "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
                          "0 <= input.radius_se <= 7/2",
                          "0 <= input.compactness_mean <= 2/5",
                          "5 <= input.radius_mean <= 35"
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                        "invariant": "F = \"benign\""
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                        "0 <= input.compactness_worst <= 6/5",
                        "0 <= input.radius_se <= 7/2",
                        "5 <= input.radius_mean <= 35",
                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                        "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                        "((input.concave_points_worst - 11461/100000) / 6573/100000) <= -17063/100000"
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                          "((input.concave_points_worst - 11461/100000) / 6573/100000) <= -17063/100000",
                          "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                          "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
                          "0 <= input.radius_se <= 7/2",
                          "0 <= input.compactness_mean <= 2/5",
                          "5 <= input.radius_mean <= 35"
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                        "invariant": "F = \"benign\""
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                        "0 <= input.compactness_worst <= 6/5",
                        "0 <= input.radius_se <= 7/2",
                        "5 <= input.radius_mean <= 35",
                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                        "-2163/20000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= 10459/100000",
                        "22607/50000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= -17063/100000"
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                    "0 <= input.compactness_worst <= 6/5",
                    "0 <= input.radius_se <= 7/2",
                    "5 <= input.radius_mean <= 35",
                    "input.concave_points_worst = 573/5000",
                    "input.concavity_mean = 859/20000",
                    "input.concavity_worst = 13/50",
                    "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                    "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                    "((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000"
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                        "0 <= input.compactness_worst <= 6/5",
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                        "5 <= input.radius_mean <= 35",
                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                        "((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
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                          "22607/50000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= -193/3125",
                          "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
                          "0 <= input.radius_se <= 7/2",
                          "0 <= input.compactness_mean <= 2/5",
                          "5 <= input.radius_mean <= 35"
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                        "0 <= input.compactness_worst <= 6/5",
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                        "5 <= input.radius_mean <= 35",
                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                        "((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
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                          "-7927/100000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= -193/3125",
                          "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
                          "0 <= input.radius_se <= 7/2",
                          "0 <= input.compactness_mean <= 2/5",
                          "5 <= input.radius_mean <= 35"
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                        "0 <= input.compactness_worst <= 6/5",
                        "0 <= input.radius_se <= 7/2",
                        "5 <= input.radius_mean <= 35",
                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
                        "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                        "((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
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                          "-193/3125 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= 22607/50000",
                          "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
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                          "5 <= input.radius_mean <= 35"
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                        "0 <= input.compactness_worst <= 6/5",
                        "0 <= input.radius_se <= 7/2",
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                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
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                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                        "((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
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                          "-193/3125 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= -7927/100000",
                          "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
                          "0 <= input.radius_se <= 7/2",
                          "0 <= input.compactness_mean <= 2/5",
                          "5 <= input.radius_mean <= 35"
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                        "invariant": "F = \"benign\""
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                        "0 <= input.compactness_worst <= 6/5",
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                        "5 <= input.radius_mean <= 35",
                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
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                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                        "((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
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                          "((input.concave_points_worst - 11461/100000) / 6573/100000) > 22607/50000",
                          "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
                          "0 <= input.radius_se <= 7/2",
                          "0 <= input.compactness_mean <= 2/5",
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                        "0 <= input.compactness_worst <= 6/5",
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                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
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                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                        "((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
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                          "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                          "input.concave_points_worst = 573/5000",
                          "input.concavity_mean = 859/20000",
                          "input.concavity_worst = 13/50",
                          "0 <= input.compactness_worst <= 6/5",
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                          "0 <= input.compactness_mean <= 2/5",
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                        "input.concave_points_worst = 573/5000",
                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
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                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                        "((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
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                    "input.concavity_mean = 859/20000",
                    "input.concavity_worst = 13/50",
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                    "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                    "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000"
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                        "input.concavity_worst = 13/50",
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                        "input.concavity_mean = 859/20000",
                        "input.concavity_worst = 13/50",
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                        "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                        "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
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                            "0 <= input.compactness_worst <= 6/5",
                            "0 <= input.radius_se <= 7/2",
                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                            "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                            "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                            "((input.radius_se - 40517/100000) / 27731/100000) > 20821/50000",
                            "22607/50000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= -193/3125"
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                              "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                              "22607/50000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= -193/3125",
                              "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                              "((input.radius_se - 40517/100000) / 27731/100000) > 20821/50000",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
                              "0 <= input.radius_se <= 7/2",
                              "0 <= input.compactness_mean <= 2/5",
                              "5 <= input.radius_mean <= 35"
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                            "0 <= input.compactness_worst <= 6/5",
                            "0 <= input.radius_se <= 7/2",
                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                            "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                            "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                            "((input.radius_se - 40517/100000) / 27731/100000) > 20821/50000",
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                              "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                              "((input.radius_se - 40517/100000) / 27731/100000) > 20821/50000",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
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                            "0 <= input.compactness_worst <= 6/5",
                            "0 <= input.radius_se <= 7/2",
                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
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                            "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                            "10459/100000 < ((input.concavity_mean - 111/1250) / 1993/25000) <= -2163/20000",
                            "((input.radius_se - 40517/100000) / 27731/100000) > 20821/50000",
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                              "((input.concave_points_worst - 11461/100000) / 6573/100000) <= -193/3125",
                              "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                              "((input.radius_se - 40517/100000) / 27731/100000) > 20821/50000",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
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                    "input.concave_points_worst = 573/5000",
                    "input.concavity_mean = 859/20000",
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                              "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
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                            "input.concavity_worst = 13/50",
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                              "input.concavity_worst = 13/50",
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                        "input.concavity_worst = 13/50",
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                        "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
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                            "input.concave_points_worst = 573/5000",
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                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                            "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                            "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                            "((input.concavity_mean - 111/1250) / 1993/25000) > 10459/100000",
                            "22607/50000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= -17063/100000"
                          ],
                          "region": {
                            "constraints": [
                              "((input.concavity_mean - 111/1250) / 1993/25000) > 10459/100000",
                              "22607/50000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= -17063/100000",
                              "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                              "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                              "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
                              "0 <= input.radius_se <= 7/2",
                              "0 <= input.compactness_mean <= 2/5",
                              "5 <= input.radius_mean <= 35"
                            ],
                            "invariant": "F = \"benign\""
                          },
                          "groups": [],
                          "label": "1.1.1.1.3",
                          "weight": 1
                        },
                        {
                          "constraints": [
                            "0 <= input.compactness_mean <= 2/5",
                            "0 <= input.compactness_worst <= 6/5",
                            "0 <= input.radius_se <= 7/2",
                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                            "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                            "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                            "((input.concavity_mean - 111/1250) / 1993/25000) > 10459/100000",
                            "-17063/100000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= 2453/25000"
                          ],
                          "region": {
                            "constraints": [
                              "((input.concavity_mean - 111/1250) / 1993/25000) > 10459/100000",
                              "-17063/100000 < ((input.concave_points_worst - 11461/100000) / 6573/100000) <= 2453/25000",
                              "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                              "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                              "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
                              "0 <= input.radius_se <= 7/2",
                              "0 <= input.compactness_mean <= 2/5",
                              "5 <= input.radius_mean <= 35"
                            ],
                            "invariant": "F = \"benign\""
                          },
                          "groups": [],
                          "label": "1.1.1.1.2",
                          "weight": 1
                        },
                        {
                          "constraints": [
                            "0 <= input.compactness_mean <= 2/5",
                            "0 <= input.compactness_worst <= 6/5",
                            "0 <= input.radius_se <= 7/2",
                            "5 <= input.radius_mean <= 35",
                            "input.concave_points_worst = 573/5000",
                            "input.concavity_mean = 859/20000",
                            "input.concavity_worst = 13/50",
                            "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                            "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                            "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                            "((input.concavity_mean - 111/1250) / 1993/25000) > 10459/100000",
                            "((input.concave_points_worst - 11461/100000) / 6573/100000) <= -17063/100000"
                          ],
                          "region": {
                            "constraints": [
                              "((input.concavity_mean - 111/1250) / 1993/25000) > 10459/100000",
                              "((input.concave_points_worst - 11461/100000) / 6573/100000) <= -17063/100000",
                              "((input.concavity_worst - 27219/100000) / 10431/50000) > -5799/100000",
                              "((input.radius_mean - 1412729/100000) / 70481/20000) <= -4667/25000",
                              "((input.radius_se - 40517/100000) / 27731/100000) <= 20821/50000",
                              "input.concave_points_worst = 573/5000",
                              "input.concavity_mean = 859/20000",
                              "input.concavity_worst = 13/50",
                              "0 <= input.compactness_worst <= 6/5",
                              "0 <= input.radius_se <= 7/2",
                              "0 <= input.compactness_mean <= 2/5",
                              "5 <= input.radius_mean <= 35"
                            ],
                            "invariant": "F = \"benign\""
                          },
                          "groups": [],
                          "label": "1.1.1.1.1",
                          "weight": 1
                        }
                      ],
                      "label": "",
                      "weight": 4
                    }
                  ],
                  "label": "",
                  "weight": 10
                }
              ],
              "label": "",
              "weight": 45
            }
          ],
          "label": "",
          "weight": 96
        }
      ],
      "label": "",
      "weight": 256
    }
  ]
}

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decomp of (rf_model input

Reg_id	Constraints	Invariant
511	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
510	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
509	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
508	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
507	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
506	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
505	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
504	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
503	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
502	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
501	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
500	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
499	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
498	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
497	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
496	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
495	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
494	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
493	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
492	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
491	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
490	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
489	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
488	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
487	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
486	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
485	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
484	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
483	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
482	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
481	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
480	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
479	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
478	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
477	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
476	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
475	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
474	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
473	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
472	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
471	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
470	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
469	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
468	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
467	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
466	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
465	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
464	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
463	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
462	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
461	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
460	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
459	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
458	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
457	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
456	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
455	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
454	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
453	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
452	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
451	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
450	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
449	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
448	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
447	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
446	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
445	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
444	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
443	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
442	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
441	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
440	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
439	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
438	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
437	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
436	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
435	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
434	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
433	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
432	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
431	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
430	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
429	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
428	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
427	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
426	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
425	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
424	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
423	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
422	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
421	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
420	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
419	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
418	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
417	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
416	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
415	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
414	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
413	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
412	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
411	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
410	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
409	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
408	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
407	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
406	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
405	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
404	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
403	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
402	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
401	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
400	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
399	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
398	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
397	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
396	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
395	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
394	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
393	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
392	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
391	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
390	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
389	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
388	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
387	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
386	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
385	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
384	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
383	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
382	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
381	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
380	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
379	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
378	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
377	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
376	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
375	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
374	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
373	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
372	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
371	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
370	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
369	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
368	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
367	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
366	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
365	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
364	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
363	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
362	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
361	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
360	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
359	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
358	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
357	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
356	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
355	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
354	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
353	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
352	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
351	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
350	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
349	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
348	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
347	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
346	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
345	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
344	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
343	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
342	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
341	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
340	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
339	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
338	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
337	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
336	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
335	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
334	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
333	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
332	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
331	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
330	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
329	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
328	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
327	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
326	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
325	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
324	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
323	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
322	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
321	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
320	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
319	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
318	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
317	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
316	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
315	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
314	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
313	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
312	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
311	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
310	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
309	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
308	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
307	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
306	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
305	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
304	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
303	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
302	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
301	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
300	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
299	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
298	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
297	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
296	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
295	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
294	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
293	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
292	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
291	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
290	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
289	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
288	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
287	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
286	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
285	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
284	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
283	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
282	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
281	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
280	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
279	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
278	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
277	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
276	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
275	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
274	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
273	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
272	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
271	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
270	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
269	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
268	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
267	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
266	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
265	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
264	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
263	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
262	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
261	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
260	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
259	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
258	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
257	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
256	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
255	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
254	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
253	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
252	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
251	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
250	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
249	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
248	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
247	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
246	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
245	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
244	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
243	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
242	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
241	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
240	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
239	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
238	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
237	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
236	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
235	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
234	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
233	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
232	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
231	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
230	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
229	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
228	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
227	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
226	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
225	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
224	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
223	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
222	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
221	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
220	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
219	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
218	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
217	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
216	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
215	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
214	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
213	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
212	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
211	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
210	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
209	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
208	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
207	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
206	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
205	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
204	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
203	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
202	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
201	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
200	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
199	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
198	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
197	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
196	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
195	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
194	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
193	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
192	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
191	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
190	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
189	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
188	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
187	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
186	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
185	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
184	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
183	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
182	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
181	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
180	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
179	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
178	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
177	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
176	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
175	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
174	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
173	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
172	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
171	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
170	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
169	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
168	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
167	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
166	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"benign"
165	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
164	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
163	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
162	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
161	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
160	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
159	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
158	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
157	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
156	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
155	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
154	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
153	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
152	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
151	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
150	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
149	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
148	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
147	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
146	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
145	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
144	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
143	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
142	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
141	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
140	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
139	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
138	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
137	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
136	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
135	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
134	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
133	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
132	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
131	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
130	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
129	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
128	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
127	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
126	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
125	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
124	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
123	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
122	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 not (((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
121	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
120	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
119	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
118	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
117	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
116	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
115	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
114	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
113	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
112	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
111	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
110	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
109	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
108	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
107	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
106	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
105	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
104	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
103	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
102	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
101	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
100	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
99	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
98	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
97	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
96	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
95	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
94	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
93	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
92	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
91	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
90	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
89	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
88	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
87	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
86	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
85	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
84	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
83	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
82	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
81	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
80	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 174327/100000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
79	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
78	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
77	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
76	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
75	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
74	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
73	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
72	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
71	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
70	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
69	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
68	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
67	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
66	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
65	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
64	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
63	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
62	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
61	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
60	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
59	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
58	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
57	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
56	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
55	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
54	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
53	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
52	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
51	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
50	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
49	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
48	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
47	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
46	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
45	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
44	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
43	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
42	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
41	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 5861/12500 ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 20821/50000 input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
40	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000 ((input.compactness_mean -. 5217/50000) /. 5281/100000) <=. (-4159/5000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
39	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
38	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
37	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
36	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
35	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
34	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
33	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
32	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
31	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
30	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
29	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
28	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
27	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
26	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
25	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
24	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
23	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
22	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
21	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
20	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
19	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
18	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
17	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
16	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
15	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
14	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
13	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-7927/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
12	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
11	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 17131/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. 1422/3125) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
10	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000 ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
9	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 22607/50000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
8	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
7	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
6	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
5	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
4	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000 ((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-17063/100000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
3	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) not (((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
2	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000) ((input.radius_se -. 40517/100000) /. 27731/100000) <=. (-13559/25000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
1	((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000) ((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. 6587/25000 not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-193/3125)) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000)) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"
0	not (((input.concavity_mean -. 111/1250) /. 1993/25000) <=. (-2163/20000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. 2453/25000) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 265413/100000 not (((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-5799/100000)) not (((input.radius_mean -. 1412729/100000) /. 70481/20000) <=. (-4667/25000)) not (((input.concave_points_worst -. 11461/100000) /. 6573/100000) <=. (-9/100000)) ((input.concavity_mean -. 111/1250) /. 1993/25000) <=. 10459/100000 ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-7603/20000) ((input.concavity_worst -. 27219/100000) /. 10431/50000) <=. (-60659/100000) input.concave_points_worst <=. 7/20 input.concavity_mean = 859/20000 input.concavity_worst = 13/50 0 <=. input.concave_points_worst input.concavity_worst <=. 3/2 0 <=. input.concavity_worst input.compactness_worst <=. 6/5 0 <=. input.compactness_worst input.radius_se <=. 7/2 0 <=. input.radius_se input.concavity_mean <=. 1/2 0 <=. input.concavity_mean input.compactness_mean <=. 2/5 0 <=. input.compactness_mean input.radius_mean <=. 35 5 <=. input.radius_mean input.concave_points_worst = 573/5000	"malignant"

Regression¶

In a regression task we want to learn to predict the value(s) of some variable(s) based on previous data. In the commonly used Forest Fires dataset the aim is to predict the area burned by forest fires, in the northeast region of Portugal, by using meteorological and other data. This is a fairly difficult task and while the neural network below doesn't achieve state-of-the-art performance, it's enough to demonstrate how we can analyse relatively simple models in Imandra. In the dataset we have the following variables:

1. X-axis spatial coordinate (within the Montesinho park map)
2. Y-axis spatial coordinate (within the Montesinho park map)
3. Month
4. Day
5. FFMC index (from the FWI system)
6. DMC index (from the FWI system)
7. DC index (from the FWI system)
8. ISI index (from the FWI system)
9. Temperature
10. Relative percentage humidity
11. Wind speed
12. Rainfall
13. Area of forest burned

We again pre-process the data before learning by first transforming the month and day variables into a numerical value and applying a sine transformation (so that similar times are close in value), as well as removing outliers and applying an approximate logarithmic transformation to the area variable (as recommended in the dataset description). Each variable is scaled to lie between 0 and 1, and those with high correlations and/or low mutual information respect to the target variable are removed. We then split the data into training (80%) and test (20%) sets and use Keras to learn a simple feed-forward neural network with one (6 neuron) hidden layer, ReLU activation functions, and stochastic gradient descent to optimise the mean squared error. After saving our model as a .h5 file we use a short Python script to extract the network into an IML file and reason about it using Imandra.

Try this!

In [14]:

let relu x = Real.(if x > 0.0 then x else 0.0);;

let linear x = Real.(x)

let layer_0 (x_0, x_1, x_2, x_3, x_4, x_5) = let open Real in
  let y_0 = relu @@ (0.20124)*x_0 + (-0.15722)*x_1 + (-0.19063)*x_2 + (-0.54562)*x_3 + (0.03425)*x_4 + (0.50104)*x_5 + -0.02768 in
  let y_1 = relu @@ (0.29103)*x_0 + (0.03180)*x_1 + (-0.16336)*x_2 + (0.17919)*x_3 + (0.32971)*x_4 + (-0.43206)*x_5 + -0.02620 in
  let y_2 = relu @@ (0.66419)*x_0 + (0.25399)*x_1 + (0.00449)*x_2 + (0.03841)*x_3 + (-0.51482)*x_4 + (0.58299)*x_5 + 0.11858 in
  let y_3 = relu @@ (0.47598)*x_0 + (-0.36142)*x_1 + (0.38981)*x_2 + (0.27632)*x_3 + (-0.61231)*x_4 + (-0.03662)*x_5 + -0.02890 in
  let y_4 = relu @@ (0.10277)*x_0 + (-0.28841)*x_1 + (0.04637)*x_2 + (0.28808)*x_3 + (0.05957)*x_4 + (-0.22041)*x_5 + 0.18270 in
  let y_5 = relu @@ (0.55604)*x_0 + (-0.04015)*x_1 + (0.10557)*x_2 + (0.60757)*x_3 + (-0.32314)*x_4 + (0.47933)*x_5 + -0.24876 in
  (y_0, y_1, y_2, y_3, y_4, y_5)

let layer_1 (x_0, x_1, x_2, x_3, x_4, x_5) = let open Real in
  let y_0 = linear @@ (0.28248)*x_0 + (-0.25208)*x_1 + (-0.50075)*x_2 + (-0.07092)*x_3 + (-0.43189)*x_4 + (0.60065)*x_5 + 0.47136 in
  (y_0)

let nn (x_0, x_1, x_2, x_3, x_4, x_5) = let open Real in
  (x_0, x_1, x_2, x_3, x_4, x_5) |> layer_0 |> layer_1

Out[14]:

val relu : real -> real = <fun>
val linear : 'a -> 'a = <fun>
val layer_0 :
  real * real * real * real * real * real ->
  real * real * real * real * real * real = <fun>
val layer_1 : real * real * real * real * real * real -> real = <fun>
val nn : real * real * real * real * real * real -> real = <fun>

Given the description of the dataset above we can again create some custom input types in Imandra for our model.

Try this!

In [15]:

type month = Jan | Feb | Mar | Apr | May | Jun| Jul | Aug | Sep | Oct | Nov | Dec

type day = Mon | Tue | Wed | Thu | Fri | Sat | Sun

type nn_input = {
  month : month;
  day : day;
  dmc : real;
  temp : real;
  rh : real;
  rain : real
}

Out[15]:

type month =
    Jan
  | Feb
  | Mar
  | Apr
  | May
  | Jun
  | Jul
  | Aug
  | Sep
  | Oct
  | Nov
  | Dec
type day = Mon | Tue | Wed | Thu | Fri | Sat | Sun
type nn_input = {
  month : month;
  day : day;
  dmc : real;
  temp : real;
  rh : real;
  rain : real;
}

As before, because we pre-processed our data, we'll add in a function applying this transform to each input variable. Equally, we'll need to convert back to hectares for our output variable, again using some minimum and maximum values extracted during our data pre-processing stage. After that we define a full model which combines these pre/post-processing steps and the network above.

Try this!

In [16]:

let month_2_num = let open Real in function
  | Jan -> 0.134
  | Feb -> 0.500
  | Mar -> 1.000
  | Apr -> 1.500
  | May -> 1.866
  | Jun -> 2.000
  | Jul -> 1.866
  | Aug -> 1.500
  | Sep -> 1.000
  | Oct -> 0.500
  | Nov -> 0.133
  | Dec -> 0.000

let day_2_num = let open Real in function
  | Mon -> 0.377
  | Tue -> 1.223
  | Wed -> 1.901
  | Thu -> 1.901
  | Fri -> 1.223
  | Sat -> 0.377
  | Sun -> 0.000

let process_nn_input input = let open Real in
  let real_month = month_2_num input.month in
  let real_day = day_2_num input.day in
  let x_0 = (real_month - 0.0)  / (2.0   - 0.0)  in
  let x_1 = (real_day   - 0.0)  / (1.901 - 0.0)  in
  let x_2 = (input.dmc  - 1.1)  / (291.3 - 1.1)  in
  let x_3 = (input.temp - 2.2)  / (33.3  - 2.2)  in
  let x_4 = (input.rh   - 15.0) / (100.0 - 15.0) in
  let x_5 = (input.rain - 0.0)  / (6.40  - 0.0)  in
  (x_0, x_1, x_2, x_3, x_4, x_5)

let process_nn_output y_0 = let open Real in
  let y = 4.44323 * y_0 in
  if y <= 1.0 then (y - 0.00000) * 1.71828 else
  if y <= 2.0 then (y - 0.63212) * 4.67077 else
  if y <= 3.0 then (y - 1.49679) * 12.69648 else
  if y <= 4.0 then (y - 2.44700) * 34.51261 else
  (y - 3.42868) * 93.81501

let nn_model input = input |> process_nn_input |> nn |> process_nn_output

Out[16]:

val month_2_num : month -> real = <fun>
val day_2_num : day -> real = <fun>
val process_nn_input : nn_input -> real * real * real * real * real * real =
  <fun>
val process_nn_output : real -> real = <fun>
val nn_model : nn_input -> real = <fun>

Let's start as in the previous section by running a datum from our dataset through the model. In particular, we'll input x = (Aug, Sat, 231.1, 26.9, 31.0, 0.0) which has an area of y = 4.96 hectares in the data.

Try this!

In [17]:

let x = {
  month = Aug;
  day = Sat;
  dmc = 231.1;
  temp = 26.9;
  rh = 31.0;
  rain = 0.0
}

let y = nn_model x

Out[17]:

val x : nn_input =
  {month = Aug; day = Sat; dmc = 231.1; temp = 26.9; rh = 31.; rain = 0.}
val y : real = 2.1368837387

Our answer is both roughly similar to the recorded datapoint value and also to the value we get from our original Keras model, 2.13683266556. The small disparity here is due to our rounding the weight values in our network to 5 decimal places when we extracted them to IML, though it wasn't necessary to do so. Now we'll use Imandra to generate an example for us with some particular side conditions.

Try this!

In [18]:

instance (fun x -> nn_model x >. 20.0 && x.temp = 20.0 && x.month = May)

Out[18]:

- : nn_input -> bool = <fun>
module CX : sig val x : nn_input end

Instance (after 0 steps, 0.026s):
let x : nn_input =
  {month = May; day = Mon;
   dmc = 4805130588612224472600551/262821130806933972500; temp = 20;
   rh = 24774579471047402523087/10512845232277358900;
   rain = 9441098169170232439588/65705282701733493125}

Instance

call graph
proof

digraph "call graph" {
goal [label="let (_x_0 : month) = ….month in\llet (_x_1 : bool) = _x_0 = Jan in\llet (_x_2 : bool) = ….day = Mon in\llet (_x_3 : real) = ….dmc in\llet (_x_4 : real) = ….temp in\llet (_x_5 : real) = ….rh in\llet (_x_6 : real) = ….rain in\llet (_x_7 : month) = x.month in\llet (_x_8 : bool) = _x_7 = Apr in\llet (_x_9 : bool) = _x_7 = Mar in\llet (_x_10 : bool) = _x_7 = Feb in\llet (_x_11 : bool) = _x_7 = Jan in\llet (_x_12 : real)\l    = 5031/50000\l      *. (if _x_11 then 67/500\l          else\l          if _x_10 then 1/2\l          else if _x_9 then 1 else if _x_8 then 3/2 else …)\lin\llet (_x_13 : day) = x.day in\llet (_x_14 : bool) = _x_13 = Fri in\llet (_x_15 : bool) = _x_13 = Wed \|\| _x_13 = Thu in\llet (_x_16 : bool) = _x_13 = Tue in\llet (_x_17 : bool) = _x_13 = Mon in\llet (_x_18 : real)\l    = (-7861/95050)\l      *. (if _x_17 then 377/1000\l          else\l          if _x_16 then 1223/1000\l          else if _x_15 then 1901/1000 else if _x_14 then 1223/1000 else …)\lin\llet (_x_19 : real) = x.dmc in\llet (_x_20 : real) = (-19063/29020000) *. _x_19 in\llet (_x_21 : real) = x.temp in\llet (_x_22 : real) = (-27281/1555000) *. _x_21 in\llet (_x_23 : real) = x.rh in\llet (_x_24 : real) = 137/340000 *. _x_23 in\llet (_x_25 : real) = x.rain in\llet (_x_26 : real) = 6263/80000 *. _x_25 in\llet (_x_27 : real)\l    = if (_x_12 +. _x_18 +. _x_20 +. _x_22 +. _x_24 +. _x_26) \<=.\l         (-1716983137/306857480000)\l      then 0\l      else\l        1716983137/306857480000 +. _x_12 +. _x_18 +. _x_20 +. _x_22 +. _x_24\l        +. _x_26\lin\llet (_x_28 : real)\l    = 29103/200000\l      *. (if _x_11 then 67/500\l          else\l          if _x_10 then 1/2\l          else if _x_9 then 1 else if _x_8 then 3/2 else …)\lin\llet (_x_29 : real)\l    = 159/9505\l      *. (if _x_17 then 377/1000\l          else\l          if _x_16 then 1223/1000\l          else if _x_15 then 1901/1000 else if _x_14 then 1223/1000 else …)\lin\llet (_x_30 : real) = (-1021/1813750) *. _x_19 in\llet (_x_31 : real) = 17919/3110000 *. _x_21 in\llet (_x_32 : real) = 32971/8500000 *. _x_23 in\llet (_x_33 : real) = (-21603/320000) *. _x_25 in\llet (_x_34 : real)\l    = if (_x_28 +. _x_29 +. _x_30 +. _x_31 +. _x_32 +. _x_33) \<=.\l         73983893263/767143700000\l      then 0\l      else\l        (-73983893263/767143700000) +. _x_28 +. _x_29 +. _x_30 +. _x_31\l        +. _x_32 +. _x_33\lin\llet (_x_35 : real)\l    = 66419/200000\l      *. (if _x_11 then 67/500\l          else\l          if _x_10 then 1/2\l          else if _x_9 then 1 else if _x_8 then 3/2 else …)\lin\llet (_x_36 : real)\l    = 25399/190100\l      *. (if _x_17 then 377/1000\l          else\l          if _x_16 then 1223/1000\l          else if _x_15 then 1901/1000 else if _x_14 then 1223/1000 else …)\lin\llet (_x_37 : real) = 449/29020000 *. _x_19 in\llet (_x_38 : real) = 3841/3110000 *. _x_21 in\llet (_x_39 : real) = (-25741/4250000) *. _x_23 in\llet (_x_40 : real) = 58299/640000 *. _x_25 in\llet (_x_41 : real)\l    = if (_x_35 +. _x_36 +. _x_37 +. _x_38 +. _x_39 +. _x_40) \<=.\l         (-317131778543/1534287400000)\l      then 0\l      else\l        317131778543/1534287400000 +. _x_35 +. _x_36 +. _x_37 +. _x_38\l        +. _x_39 +. _x_40\lin\llet (_x_42 : real)\l    = 23799/100000\l      *. (if _x_11 then 67/500\l          else\l          if _x_10 then 1/2\l          else if _x_9 then 1 else if _x_8 then 3/2 else …)\lin\llet (_x_43 : real)\l    = (-18071/95050)\l      *. (if _x_17 then 377/1000\l          else\l          if _x_16 then 1223/1000\l          else if _x_15 then 1901/1000 else if _x_14 then 1223/1000 else …)\lin\llet (_x_44 : real) = 38981/29020000 *. _x_19 in\llet (_x_45 : real) = 1727/194375 *. _x_21 in\llet (_x_46 : real) = (-61231/8500000) *. _x_23 in\llet (_x_47 : real) = (-1831/320000) *. _x_25 in\llet (_x_48 : real)\l    = if (_x_42 +. _x_43 +. _x_44 +. _x_45 +. _x_46 +. _x_47) \<=.\l         (-89188713933/1534287400000)\l      then 0\l      else\l        89188713933/1534287400000 +. _x_42 +. _x_43 +. _x_44 +. _x_45\l        +. _x_46 +. _x_47\lin\llet (_x_49 : real)\l    = 10277/200000\l      *. (if _x_11 then 67/500\l          else\l          if _x_10 then 1/2\l          else if _x_9 then 1 else if _x_8 then 3/2 else …)\lin\llet (_x_50 : real)\l    = (-28841/190100)\l      *. (if _x_17 then 377/1000\l          else\l          if _x_16 then 1223/1000\l          else if _x_15 then 1901/1000 else if _x_14 then 1223/1000 else …)\lin\llet (_x_51 : real) = 4637/29020000 *. _x_19 in\llet (_x_52 : real) = 3601/388750 *. _x_21 in\llet (_x_53 : real) = 5957/8500000 *. _x_23 in\llet (_x_54 : real) = (-22041/640000) *. _x_25 in\llet (_x_55 : real)\l    = if (_x_49 +. _x_50 +. _x_51 +. _x_52 +. _x_53 +. _x_54) \<=.\l         (-372238333/2454859840)\l      then 0\l      else\l        372238333/2454859840 +. _x_49 +. _x_50 +. _x_51 +. _x_52 +. _x_53\l        +. _x_54\lin\llet (_x_56 : real)\l    = 13901/50000\l      *. (if _x_11 then 67/500\l          else\l          if _x_10 then 1/2\l          else if _x_9 then 1 else if _x_8 then 3/2 else …)\lin\llet (_x_57 : real)\l    = (-803/38020)\l      *. (if _x_17 then 377/1000\l          else\l          if _x_16 then 1223/1000\l          else if _x_15 then 1901/1000 else if _x_14 then 1223/1000 else …)\lin\llet (_x_58 : real) = 10557/29020000 *. _x_19 in\llet (_x_59 : real) = 60757/3110000 *. _x_21 in\llet (_x_60 : real) = (-16157/4250000) *. _x_23 in\llet (_x_61 : real) = 47933/640000 *. _x_25 in\llet (_x_62 : real)\l    = if (_x_56 +. _x_57 +. _x_58 +. _x_59 +. _x_60 +. _x_61) \<=.\l         72146699557/306857480000\l      then 0\l      else\l        (-72146699557/306857480000) +. _x_56 +. _x_57 +. _x_58 +. _x_59\l        +. _x_60 +. _x_61\lin\llet (_x_63 : real)\l    = 1568904513/1250000000 *. _x_27 +. (-1400061773/1250000000) *. _x_34\l      +. (-889978969/400000000) *. _x_41 +. (-787784679/2500000000) *. _x_48\l      +. (-19189866047/10000000000) *. _x_55\l      +. 5337652199/2000000000 *. _x_62\lin\l(not\l ((if _x_63 \<=. (-341987779/312500000)\l   then\l     28114831522503/7812500000000 +. 67395431164941/31250000000000 *. _x_27\l     +. (-60142453582761/31250000000000) *. _x_34\l     +. (-38230826571333/10000000000000) *. _x_41\l     +. (-33840866455803/62500000000000) *. _x_48\l     +. (-824339075780979/250000000000000) *. _x_55\l     +. 229289525512443/50000000000000 *. _x_62\l   else\l   if _x_63 \<=. (-29487779/312500000)\l   then\l     213430965464483/31250000000000\l     +. 732799213218501/125000000000000 *. _x_27\l     +. (-653936652747521/125000000000000) *. _x_34\l     +. (-415688706903613/40000000000000) *. _x_41\l     +. (-367956104513283/250000000000000) *. _x_48\l     +. (-8963145063634619/1000000000000000) *. _x_55\l     +. 2493094576152323/200000000000000 *. _x_62\l   else\l   if _x_63 \<=. 283012221/312500000\l   then\l     1852306369389/244140625000 +. 124497279820089/7812500000000 *. _x_27\l     +. (-111099101872869/7812500000000) *. _x_34\l     +. (-70622501127057/2500000000000) *. _x_41\l     +. (-62513077632687/15625000000000) *. _x_48\l     +. (-1522773440427591/62500000000000) *. _x_55\l     +. 423558714947247/12500000000000 *. _x_62\l   else\l   if (1568904513/1250000000\l       *. (if (5031/50000 *. (if _x_1 then 67/500 else …)\l               +. (-7861/95050) *. (if _x_2 then 377/1000 else …)\l               +. (-19063/29020000) *. _x_3 +. (-27281/1555000) *. _x_4\l               +. 137/340000 *. _x_5 +. 6263/80000 *. _x_6)\l              \<=. (-1716983137/306857480000)\l           then 0 else …)\l       +. (-1400061773/1250000000)\l          *. (if (29103/200000 *. (if _x_1 then 67/500 else …)\l                  +. 159/9505 *. (if _x_2 then 377/1000 else …)\l                  +. (-1021/1813750) *. _x_3 +. 17919/3110000 *. _x_4\l                  +. 32971/8500000 *. _x_5 +. (-21603/320000) *. _x_6)\l                 \<=. 73983893263/767143700000\l              then 0 else …)\l       +. (-889978969/400000000)\l          *. (if (66419/200000 *. (if _x_1 then 67/500 else …)\l                  +. 25399/190100 *. (if _x_2 then 377/1000 else …)\l                  +. 449/29020000 *. _x_3 +. 3841/3110000 *. _x_4\l                  +. (-25741/4250000) *. _x_5 +. 58299/640000 *. _x_6)\l                 \<=. (-317131778543/1534287400000)\l              then 0 else …)\l       +. (-787784679/2500000000)\l          *. (if (23799/100000 *. (if _x_1 then 67/500 else …)\l                  +. (-18071/95050) *. (if _x_2 then 377/1000 else …)\l                  +. 38981/29020000 *. _x_3 +. 1727/194375 *. _x_4\l                  +. (-61231/8500000) *. _x_5 +. (-1831/320000) *. _x_6)\l                 \<=. (-89188713933/1534287400000)\l              then 0 else …)\l       +. (-19189866047/10000000000)\l          *. (if (10277/200000 *. (if _x_1 then 67/500 else …)\l                  +. (-28841/190100) *. (if _x_2 then 377/1000 else …)\l                  +. 4637/29020000 *. _x_3 +. 3601/388750 *. _x_4\l                  +. 5957/8500000 *. _x_5 +. (-22041/640000) *. _x_6)\l                 \<=. (-372238333/2454859840)\l              then 0 else …)\l       +. 5337652199/2000000000\l          *. (if (13901/50000 *. (if _x_1 then 67/500 else …)\l                  +. (-803/38020) *. (if _x_2 then 377/1000 else …)\l                  +. 10557/29020000 *. _x_3 +. 60757/3110000 *. _x_4\l                  +. (-16157/4250000) *. _x_5 +. 47933/640000 *. _x_6)\l                 \<=. 72146699557/306857480000\l              then 0 else …))\l      \<=. 595512221/312500000\l   then … else …)\l  \<=. 20)\l && _x_4 = 20)\l&& _x_0 = May",shape=box,style=filled,color="cyan",fontname="courier",fontsize=14];
}

proof attempt

ground_instances:

definitions:

inductions:

search_time:

0.026s

details:

Expand

smt_stats:

num checks:	1
arith assert lower:	47
arith tableau max rows:	20
arith tableau max columns:	118
arith pivots:	19
rlimit count:	19588
mk clause:	74
datatype occurs check:	8
mk bool var:	118
arith assert upper:	39
datatype splits:	4
decisions:	74
arith row summations:	147
arith bound prop:	2
propagations:	82
conflicts:	6
arith fixed eqs:	8
datatype accessor ax:	10
arith conflicts:	2
arith num rows:	20
arith assert diseq:	2
datatype constructor ax:	5
final checks:	1
added eqs:	56
del clause:	19
arith eq adapter:	28
time:	0.015000
memory:	8.180000
max memory:	8.940000
num allocs:	284909301781.000000

Expand

start[0.026s]
  let (_x_0 : real)
      = 5031/25000 *. … +. (-7861/50000) *. … +. (-19063/100000) *. …
        +. (-27281/50000) *. … +. 137/4000 *. … +. 6263/12500 *. …
        +. (-173/6250)
  in
  let (_x_1 : real)
      = 29103/100000 *. … +. 159/5000 *. … +. (-1021/6250) *. …
        +. 17919/100000 *. … +. 32971/100000 *. …
        +. (-21603/50000) *. … +. (-131/5000)
  in
  let (_x_2 : real)
      = 66419/100000 *. … +. 25399/100000 *. … +. 449/100000 *. …
        +. 3841/100000 *. … +. (-25741/50000) *. … +. 58299/100000 *. …
        +. 5929/50000
  in
  let (_x_3 : real)
      = 23799/50000 *. … +. (-18071/50000) *. … +. 38981/100000 *. …
        +. 1727/6250 *. … +. (-61231/100000) *. … +. (-1831/50000) *. …
        +. (-289/10000)
  in
  let (_x_4 : real)
      = 10277/100000 *. … +. (-28841/100000) *. … +. 4637/100000 *. …
        +. 3601/12500 *. … +. 5957/100000 *. … +. (-22041/100000) *. …
        +. 1827/10000
  in
  let (_x_5 : real)
      = 13901/25000 *. … +. (-803/20000) *. … +. 10557/100000 *. …
        +. 60757/100000 *. … +. (-16157/50000) *. …
        +. 47933/100000 *. … +. (-6219/25000)
  in
  let (_x_6 : real)
      = 444323/100000
        *. (3531/12500 *. (if _x_0 >. 0 then _x_0 else 0)
            +. (-3151/12500) *. (if _x_1 >. 0 then _x_1 else 0)
            +. (-2003/4000) *. (if _x_2 >. 0 then _x_2 else 0)
            +. (-1773/25000) *. (if _x_3 >. 0 then _x_3 else 0)
            +. (-43189/100000) *. (if _x_4 >. 0 then _x_4 else 0)
            +. 12013/20000 *. (if _x_5 >. 0 then _x_5 else 0) +. 1473/3125)
  in
  (if _x_6 <=. 1 then _x_6 -. 0 *. 42957/25000
   else
   if _x_6 <=. 2 then _x_6 -. 15803/25000 *. 467077/100000
   else
   if _x_6 <=. 3 then _x_6 -. 149679/100000 *. 79353/6250
   else if _x_6 <=. 4 then … else …)
  >. 20 && ( :var_0: ).temp = 20 && ( :var_0: ).month = May

simplify

into:	let (_x_0 : month) = ( :var_0: ).month in let (_x_1 : bool) = _x_0 = Apr in let (_x_2 : bool) = _x_0 = Mar in let (_x_3 : bool) = _x_0 = Feb in let (_x_4 : bool) = _x_0 = Jan in let (_x_5 : real) = 5031/50000 . (if _x_4 then 67/500 else if _x_3 then 1/2 else if _x_2 then 1 else if _x_1 then 3/2 else …) in let (_x_6 : day) = ( :var_0: ).day in let (_x_7 : bool) = _x_6 = Fri in let (_x_8 : bool) = _x_6 = Wed \|\| _x_6 = Thu in let (_x_9 : bool) = _x_6 = Tue in let (_x_10 : bool) = _x_6 = Mon in let (_x_11 : real) = (-7861/95050) . (if _x_10 then 377/1000 else if _x_9 then 1223/1000 else if _x_8 then 1901/1000 else if _x_7 then 1223/1000 else …) in let (_x_12 : real) = ( :var_0: ).dmc in let (_x_13 : real) = (-19063/29020000) . _x_12 in let (_x_14 : real) = ( :var_0: ).temp in let (_x_15 : real) = (-27281/1555000) . _x_14 in let (_x_16 : real) = ( :var_0: ).rh in let (_x_17 : real) = 137/340000 . _x_16 in let (_x_18 : real) = ( :var_0: ).rain in let (_x_19 : real) = 6263/80000 . _x_18 in let (_x_20 : real) = if (_x_5 +. _x_11 +. _x_13 +. _x_15 +. _x_17 +. _x_19) <=. (-1716983137/306857480000) then 0 else 1716983137/306857480000 +. _x_5 +. _x_11 +. _x_13 +. _x_15 +. _x_17 +. _x_19 in let (_x_21 : real) = 29103/200000 . (if _x_4 then 67/500 else if _x_3 then 1/2 else if _x_2 then 1 else if _x_1 then 3/2 else …) in let (_x_22 : real) = 159/9505 . (if _x_10 then 377/1000 else if _x_9 then 1223/1000 else if _x_8 then 1901/1000 else if _x_7 then 1223/1000 else …) in let (_x_23 : real) = (-1021/1813750) . _x_12 in let (_x_24 : real) = 17919/3110000 . _x_14 in let (_x_25 : real) = 32971/8500000 . _x_16 in let (_x_26 : real) = (-21603/320000) . _x_18 in let (_x_27 : real) = if (_x_21 +. _x_22 +. _x_23 +. _x_24 +. _x_25 +. _x_26) <=. 73983893263/767143700000 then 0 else (-73983893263/767143700000) +. _x_21 +. _x_22 +. _x_23 +. _x_24 +. _x_25 +. _x_26 in let (_x_28 : real) = 66419/200000 . (if _x_4 then 67/500 else if _x_3 then 1/2 else if _x_2 then 1 else if _x_1 then 3/2 else …) in let (_x_29 : real) = 25399/190100 . (if _x_10 then 377/1000 else if _x_9 then 1223/1000 else if _x_8 then 1901/1000 else if _x_7 then 1223/1000 else …) in let (_x_30 : real) = 449/29020000 . _x_12 in let (_x_31 : real) = 3841/3110000 . _x_14 in let (_x_32 : real) = (-25741/4250000) . _x_16 in let (_x_33 : real) = 58299/640000 . _x_18 in let (_x_34 : real) = if (_x_28 +. _x_29 +. _x_30 +. _x_31 +. _x_32 +. _x_33) <=. (-317131778543/1534287400000) then 0 else 317131778543/1534287400000 +. _x_28 +. _x_29 +. _x_30 +. _x_31 +. _x_32 +. _x_33 in let (_x_35 : real) = 23799/100000 . (if _x_4 then 67/500 else if _x_3 then 1/2 else if _x_2 then 1 else if _x_1 then 3/2 else …) in let (_x_36 : real) = (-18071/95050) . (if _x_10 then 377/1000 else if _x_9 then 1223/1000 else if _x_8 then 1901/1000 else if _x_7 then 1223/1000 else …) in let (_x_37 : real) = 38981/29020000 . _x_12 in let (_x_38 : real) = 1727/194375 . _x_14 in let (_x_39 : real) = (-61231/8500000) . _x_16 in let (_x_40 : real) = (-1831/320000) . _x_18 in let (_x_41 : real) = if (_x_35 +. _x_36 +. _x_37 +. _x_38 +. _x_39 +. _x_40) <=. (-89188713933/1534287400000) then 0 else 89188713933/1534287400000 +. _x_35 +. _x_36 +. _x_37 +. _x_38 +. _x_39 +. _x_40 in let (_x_42 : real) = 10277/200000 . (if _x_4 then 67/500 else if _x_3 then 1/2 else if _x_2 then 1 else if _x_1 then 3/2 else …) in let (_x_43 : real) = (-28841/190100) . (if _x_10 then 377/1000 else if _x_9 then 1223/1000 else if _x_8 then 1901/1000 else if _x_7 then 1223/1000 else …) in let (_x_44 : real) = 4637/29020000 . _x_12 in let (_x_45 : real) = 3601/388750 . _x_14 in let (_x_46 : real) = 5957/8500000 . _x_16 in let (_x_47 : real) = (-22041/640000) . _x_18 in let (_x_48 : real) = if (_x_42 +. _x_43 +. _x_44 +. _x_45 +. _x_46 +. _x_47) <=. (-372238333/2454859840) then 0 else 372238333/2454859840 +. _x_42 +. _x_43 +. _x_44 +. _x_45 +. _x_46 +. _x_47 in let (_x_49 : real) = 13901/50000 . (if _x_4 then 67/500 else if _x_3 then 1/2 else if _x_2 then 1 else if _x_1 then 3/2 else …) in let (_x_50 : real) = (-803/38020) . (if _x_10 then 377/1000 else if _x_9 then 1223/1000 else if _x_8 then 1901/1000 else if _x_7 then 1223/1000 else …) in let (_x_51 : real) = 10557/29020000 . _x_12 in let (_x_52 : real) = 60757/3110000 . _x_14 in let (_x_53 : real) = (-16157/4250000) . _x_16 in let (_x_54 : real) = 47933/640000 . _x_18 in let (_x_55 : real) = if (_x_49 +. _x_50 +. _x_51 +. _x_52 +. _x_53 +. _x_54) <=. 72146699557/306857480000 then 0 else (-72146699557/306857480000) +. _x_49 +. _x_50 +. _x_51 +. _x_52 +. _x_53 +. _x_54 in let (_x_56 : real) = 1568904513/1250000000 . _x_20 +. (-1400061773/1250000000) . _x_27 +. (-889978969/400000000) . _x_34 +. (-787784679/2500000000) . _x_41 +. (-19189866047/10000000000) . _x_48 +. 5337652199/2000000000 . _x_55 in (not ((if _x_56 <=. (-341987779/312500000) then 28114831522503/7812500000000 +. 67395431164941/31250000000000 . _x_20 +. (-60142453582761/31250000000000) . _x_27 +. (-38230826571333/10000000000000) . _x_34 +. (-33840866455803/62500000000000) . _x_41 +. (-824339075780979/250000000000000) . _x_48 +. 229289525512443/50000000000000 . _x_55 else if _x_56 <=. (-29487779/312500000) then 213430965464483/31250000000000 +. 732799213218501/125000000000000 . _x_20 +. (-653936652747521/125000000000000) . _x_27 +. (-415688706903613/40000000000000) . _x_34 +. (-367956104513283/250000000000000) . _x_41 +. (-8963145063634619/1000000000000000) . _x_48 +. 2493094576152323/200000000000000 . _x_55 else if _x_56 <=. 283012221/312500000 then 1852306369389/244140625000 +. 124497279820089/7812500000000 . _x_20 +. (-111099101872869/7812500000000) . _x_27 +. (-70622501127057/2500000000000) . _x_34 +. (-62513077632687/15625000000000) . _x_41 +. (-1522773440427591/62500000000000) . _x_48 +. 423558714947247/12500000000000 . _x_55 else if _x_56 <=. 595512221/312500000 then … else …) <=. 20) && _x_14 = 20) && _x_0 = May
expansions:	[]
rewrite_steps:
forward_chaining:

Sat (Some let x : nn_input = {month = May; day = Mon; dmc = (Q.of_string "4805130588612224472600551/262821130806933972500"); temp = (Q.of_nativeint (20n)); rh = (Q.of_string "24774579471047402523087/10512845232277358900"); rain = (Q.of_string "9441098169170232439588/65705282701733493125")} )

digraph "proof" {
p_1035 [label="Start (let (_x_0 : real)\l           = 5031/25000 *. … +. (-7861/50000) *. …\l             +. (-19063/100000) *. … +. (-27281/50000) *. …\l             +. 137/4000 *. … +. 6263/12500 *. … +. (-173/6250)\l       in\l       let (_x_1 : real)\l           = 29103/100000 *. … +. 159/5000 *. … +. (-1021/6250) *. …\l             +. 17919/100000 *. … +. 32971/100000 *. …\l             +. (-21603/50000) *. … +. (-131/5000)\l       in\l       let (_x_2 : real)\l           = 66419/100000 *. … +. 25399/100000 *. … +. 449/100000 *. …\l             +. 3841/100000 *. … +. (-25741/50000) *. …\l             +. 58299/100000 *. … +. 5929/50000\l       in\l       let (_x_3 : real)\l           = 23799/50000 *. … +. (-18071/50000) *. …\l             +. 38981/100000 *. … +. 1727/6250 *. …\l             +. (-61231/100000) *. … +. (-1831/50000) *. …\l             +. (-289/10000)\l       in\l       let (_x_4 : real)\l           = 10277/100000 *. … +. (-28841/100000) *. …\l             +. 4637/100000 *. … +. 3601/12500 *. … +. 5957/100000 *. …\l             +. (-22041/100000) *. … +. 1827/10000\l       in\l       let (_x_5 : real)\l           = 13901/25000 *. … +. (-803/20000) *. … +. 10557/100000 *. …\l             +. 60757/100000 *. … +. (-16157/50000) *. …\l             +. 47933/100000 *. … +. (-6219/25000)\l       in\l       let (_x_6 : real)\l           = 444323/100000\l             *. (3531/12500 *. (if _x_0 \>. 0 then _x_0 else 0)\l                 +. (-3151/12500) *. (if _x_1 \>. 0 then _x_1 else 0)\l                 +. (-2003/4000) *. (if _x_2 \>. 0 then _x_2 else 0)\l                 +. (-1773/25000) *. (if _x_3 \>. 0 then _x_3 else 0)\l                 +. (-43189/100000) *. (if _x_4 \>. 0 then _x_4 else 0)\l                 +. 12013/20000 *. (if _x_5 \>. 0 then _x_5 else 0)\l                 +. 1473/3125)\l       in\l       (if _x_6 \<=. 1 then _x_6 -. 0 *. 42957/25000\l        else\l        if _x_6 \<=. 2 then _x_6 -. 15803/25000 *. 467077/100000\l        else\l        if _x_6 \<=. 3 then _x_6 -. 149679/100000 *. 79353/6250\l        else if _x_6 \<=. 4 then … else …)\l       \>. 20 && ( :var_0: ).temp = 20 && ( :var_0: ).month = May :time 0.026s)",shape=box,style=filled,fontname="courier",fontsize=14];
p_1035 -> p_1034 [label=""];
p_1034 [label="Simplify (let (_x_0 : month) = ( :var_0: ).month in\l          let (_x_1 : bool) = _x_0 = Apr in\l          let (_x_2 : bool) = _x_0 = Mar in\l          let (_x_3 : bool) = _x_0 = Feb in\l          let (_x_4 : bool) = _x_0 = Jan in\l          let (_x_5 : real)\l              = 5031/50000\l                *. (if _x_4 then 67/500\l                    else\l                    if _x_3 then 1/2\l                    else if _x_2 then 1 else if _x_1 then 3/2 else …)\l          in\l          let (_x_6 : day) = ( :var_0: ).day in\l          let (_x_7 : bool) = _x_6 = Fri in\l          let (_x_8 : bool) = _x_6 = Wed \|\| _x_6 = Thu in\l          let (_x_9 : bool) = _x_6 = Tue in\l          let (_x_10 : bool) = _x_6 = Mon in\l          let (_x_11 : real)\l              = (-7861/95050)\l                *. (if _x_10 then 377/1000\l                    else\l                    if _x_9 then 1223/1000\l                    else\l                    if _x_8 then 1901/1000\l                    else if _x_7 then 1223/1000 else …)\l          in\l          let (_x_12 : real) = ( :var_0: ).dmc in\l          let (_x_13 : real) = (-19063/29020000) *. _x_12 in\l          let (_x_14 : real) = ( :var_0: ).temp in\l          let (_x_15 : real) = (-27281/1555000) *. _x_14 in\l          let (_x_16 : real) = ( :var_0: ).rh in\l          let (_x_17 : real) = 137/340000 *. _x_16 in\l          let (_x_18 : real) = ( :var_0: ).rain in\l          let (_x_19 : real) = 6263/80000 *. _x_18 in\l          let (_x_20 : real)\l              = if (_x_5 +. _x_11 +. _x_13 +. _x_15 +. _x_17 +. _x_19) \<=.\l                   (-1716983137/306857480000)\l                then 0\l                else\l                  1716983137/306857480000 +. _x_5 +. _x_11 +. _x_13 +. _x_15\l                  +. _x_17 +. _x_19\l          in\l          let (_x_21 : real)\l              = 29103/200000\l                *. (if _x_4 then 67/500\l                    else\l                    if _x_3 then 1/2\l                    else if _x_2 then 1 else if _x_1 then 3/2 else …)\l          in\l          let (_x_22 : real)\l              = 159/9505\l                *. (if _x_10 then 377/1000\l                    else\l                    if _x_9 then 1223/1000\l                    else\l                    if _x_8 then 1901/1000\l                    else if _x_7 then 1223/1000 else …)\l          in\l          let (_x_23 : real) = (-1021/1813750) *. _x_12 in\l          let (_x_24 : real) = 17919/3110000 *. _x_14 in\l          let (_x_25 : real) = 32971/8500000 *. _x_16 in\l          let (_x_26 : real) = (-21603/320000) *. _x_18 in\l          let (_x_27 : real)\l              = if (_x_21 +. _x_22 +. _x_23 +. _x_24 +. _x_25 +. _x_26) \<=.\l                   73983893263/767143700000\l                then 0\l                else\l                  (-73983893263/767143700000) +. _x_21 +. _x_22 +. _x_23\l                  +. _x_24 +. _x_25 +. _x_26\l          in\l          let (_x_28 : real)\l              = 66419/200000\l                *. (if _x_4 then 67/500\l                    else\l                    if _x_3 then 1/2\l                    else if _x_2 then 1 else if _x_1 then 3/2 else …)\l          in\l          let (_x_29 : real)\l              = 25399/190100\l                *. (if _x_10 then 377/1000\l                    else\l                    if _x_9 then 1223/1000\l                    else\l                    if _x_8 then 1901/1000\l                    else if _x_7 then 1223/1000 else …)\l          in\l          let (_x_30 : real) = 449/29020000 *. _x_12 in\l          let (_x_31 : real) = 3841/3110000 *. _x_14 in\l          let (_x_32 : real) = (-25741/4250000) *. _x_16 in\l          let (_x_33 : real) = 58299/640000 *. _x_18 in\l          let (_x_34 : real)\l              = if (_x_28 +. _x_29 +. _x_30 +. _x_31 +. _x_32 +. _x_33) \<=.\l                   (-317131778543/1534287400000)\l                then 0\l                else\l                  317131778543/1534287400000 +. _x_28 +. _x_29 +. _x_30\l                  +. _x_31 +. _x_32 +. _x_33\l          in\l          let (_x_35 : real)\l              = 23799/100000\l                *. (if _x_4 then 67/500\l                    else\l                    if _x_3 then 1/2\l                    else if _x_2 then 1 else if _x_1 then 3/2 else …)\l          in\l          let (_x_36 : real)\l              = (-18071/95050)\l                *. (if _x_10 then 377/1000\l                    else\l                    if _x_9 then 1223/1000\l                    else\l                    if _x_8 then 1901/1000\l                    else if _x_7 then 1223/1000 else …)\l          in\l          let (_x_37 : real) = 38981/29020000 *. _x_12 in\l          let (_x_38 : real) = 1727/194375 *. _x_14 in\l          let (_x_39 : real) = (-61231/8500000) *. _x_16 in\l          let (_x_40 : real) = (-1831/320000) *. _x_18 in\l          let (_x_41 : real)\l              = if (_x_35 +. _x_36 +. _x_37 +. _x_38 +. _x_39 +. _x_40) \<=.\l                   (-89188713933/1534287400000)\l                then 0\l                else\l                  89188713933/1534287400000 +. _x_35 +. _x_36 +. _x_37\l                  +. _x_38 +. _x_39 +. _x_40\l          in\l          let (_x_42 : real)\l              = 10277/200000\l                *. (if _x_4 then 67/500\l                    else\l                    if _x_3 then 1/2\l                    else if _x_2 then 1 else if _x_1 then 3/2 else …)\l          in\l          let (_x_43 : real)\l              = (-28841/190100)\l                *. (if _x_10 then 377/1000\l                    else\l                    if _x_9 then 1223/1000\l                    else\l                    if _x_8 then 1901/1000\l                    else if _x_7 then 1223/1000 else …)\l          in\l          let (_x_44 : real) = 4637/29020000 *. _x_12 in\l          let (_x_45 : real) = 3601/388750 *. _x_14 in\l          let (_x_46 : real) = 5957/8500000 *. _x_16 in\l          let (_x_47 : real) = (-22041/640000) *. _x_18 in\l          let (_x_48 : real)\l              = if (_x_42 +. _x_43 +. _x_44 +. _x_45 +. _x_46 +. _x_47) \<=.\l                   (-372238333/2454859840)\l                then 0\l                else\l                  372238333/2454859840 +. _x_42 +. _x_43 +. _x_44 +. _x_45\l                  +. _x_46 +. _x_47\l          in\l          let (_x_49 : real)\l              = 13901/50000\l                *. (if _x_4 then 67/500\l                    else\l                    if _x_3 then 1/2\l                    else if _x_2 then 1 else if _x_1 then 3/2 else …)\l          in\l          let (_x_50 : real)\l              = (-803/38020)\l                *. (if _x_10 then 377/1000\l                    else\l                    if _x_9 then 1223/1000\l                    else\l                    if _x_8 then 1901/1000\l                    else if _x_7 then 1223/1000 else …)\l          in\l          let (_x_51 : real) = 10557/29020000 *. _x_12 in\l          let (_x_52 : real) = 60757/3110000 *. _x_14 in\l          let (_x_53 : real) = (-16157/4250000) *. _x_16 in\l          let (_x_54 : real) = 47933/640000 *. _x_18 in\l          let (_x_55 : real)\l              = if (_x_49 +. _x_50 +. _x_51 +. _x_52 +. _x_53 +. _x_54) \<=.\l                   72146699557/306857480000\l                then 0\l                else\l                  (-72146699557/306857480000) +. _x_49 +. _x_50 +. _x_51\l                  +. _x_52 +. _x_53 +. _x_54\l          in\l          let (_x_56 : real)\l              = 1568904513/1250000000 *. _x_20\l                +. (-1400061773/1250000000) *. _x_27\l                +. (-889978969/400000000) *. _x_34\l                +. (-787784679/2500000000) *. _x_41\l                +. (-19189866047/10000000000) *. _x_48\l                +. 5337652199/2000000000 *. _x_55\l          in\l          (not\l           ((if _x_56 \<=. (-341987779/312500000)\l             then\l               28114831522503/7812500000000\l               +. 67395431164941/31250000000000 *. _x_20\l               +. (-60142453582761/31250000000000) *. _x_27\l               +. (-38230826571333/10000000000000) *. _x_34\l               +. (-33840866455803/62500000000000) *. _x_41\l               +. (-824339075780979/250000000000000) *. _x_48\l               +. 229289525512443/50000000000000 *. _x_55\l             else\l             if _x_56 \<=. (-29487779/312500000)\l             then\l               213430965464483/31250000000000\l               +. 732799213218501/125000000000000 *. _x_20\l               +. (-653936652747521/125000000000000) *. _x_27\l               +. (-415688706903613/40000000000000) *. _x_34\l               +. (-367956104513283/250000000000000) *. _x_41\l               +. (-8963145063634619/1000000000000000) *. _x_48\l               +. 2493094576152323/200000000000000 *. _x_55\l             else\l             if _x_56 \<=. 283012221/312500000\l             then\l               1852306369389/244140625000\l               +. 124497279820089/7812500000000 *. _x_20\l               +. (-111099101872869/7812500000000) *. _x_27\l               +. (-70622501127057/2500000000000) *. _x_34\l               +. (-62513077632687/15625000000000) *. _x_41\l               +. (-1522773440427591/62500000000000) *. _x_48\l               +. 423558714947247/12500000000000 *. _x_55\l             else if _x_56 \<=. 595512221/312500000 then … else …)\l            \<=. 20)\l           && _x_14 = 20)\l          && _x_0 = May :expansions [] :rw [] :fc [])",shape=box,style=filled,fontname="courier",fontsize=14];
p_1034 -> p_1033 [label=""];
p_1033 [label="Sat (Some let x : nn_input =\l  \{month = May; day = Mon;\l   dmc = (Q.of_string \"4805130588612224472600551/262821130806933972500\");\l   temp = (Q.of_nativeint (20n));\l   rh = (Q.of_string \"24774579471047402523087/10512845232277358900\");\l   rain = (Q.of_string \"9441098169170232439588/65705282701733493125\")\}\l)",shape=box,style=filled,fontname="courier",fontsize=14];
}

Try this!

In [19]:

CX.x

Out[19]:

- : nn_input =
{month = May; day = Mon; dmc = 18282.8929084; temp = 20.; rh = 2356.60079871;
 rain = 143.688570857}

Notice how the unspecified input variables are unbounded, just as in our original classification instances. Using the description of each variable in the data (plus some reasonable assumptions about Portugal's climate) we can form the following condition describing valid inputs to the network.

Try this!

In [20]:

let is_valid_nn input =
  0.0 <=. input.dmc && input.dmc <=. 500.0 &&
  0.0 <=. input.temp && input.temp <=. 40.0 &&
  0.0 <=. input.rh && input.rh <=. 100.0 &&
  0.0 <=. input.rain && input.rain <=. 15.0

instance (fun x -> nn_model x >. 20.0 && x.temp = 20.0 && x.month = May && is_valid_nn x)

Out[20]:

val is_valid_nn : nn_input -> bool = <fun>
- : nn_input -> bool = <fun>
module CX : sig val x : nn_input end

Instance (after 0 steps, 0.097s):
let x : nn_input =
  {month = May; day = Sun; dmc = 0; temp = 20;
   rh = 5431789896179479166425240482521/65088373220488959938403966800;
   rain = 1399788331129923890397297528763/101700583157013999903756198125}

Instance

call graph
proof

digraph "call graph" {
goal [label="let (_x_0 : month) = x.month in\llet (_x_1 : bool) = _x_0 = Feb in\llet (_x_2 : bool) = _x_0 = Jan in\llet (_x_3 : real)\l    = 5031/50000 *. (if _x_2 then 67/500 else if _x_1 then 1/2 else …)\lin\llet (_x_4 : day) = x.day in\llet (_x_5 : bool) = _x_4 = Tue in\llet (_x_6 : bool) = _x_4 = Mon in\llet (_x_7 : real)\l    = (-7861/95050)\l      *. (if _x_6 then 377/1000 else if _x_5 then 1223/1000 else …)\lin\llet (_x_8 : real) = x.dmc in\llet (_x_9 : real) = (-19063/29020000) *. _x_8 in\llet (_x_10 : real) = x.temp in\llet (_x_11 : real) = (-27281/1555000) *. _x_10 in\llet (_x_12 : real) = x.rh in\llet (_x_13 : real) = 137/340000 *. _x_12 in\llet (_x_14 : real) = x.rain in\llet (_x_15 : real) = 6263/80000 *. _x_14 in\llet (_x_16 : real)\l    = if (_x_3 +. _x_7 +. _x_9 +. _x_11 +. _x_13 +. _x_15) \<=.\l         (-1716983137/306857480000)\l      then 0\l      else\l        1716983137/306857480000 +. _x_3 +. _x_7 +. _x_9 +. _x_11 +. _x_13\l        +. _x_15\lin\llet (_x_17 : real)\l    = 29103/200000 *. (if _x_2 then 67/500 else if _x_1 then 1/2 else …)\lin\llet (_x_18 : real)\l    = 159/9505\l      *. (if _x_6 then 377/1000 else if _x_5 then 1223/1000 else …)\lin\llet (_x_19 : real) = (-1021/1813750) *. _x_8 in\llet (_x_20 : real) = 17919/3110000 *. _x_10 in\llet (_x_21 : real) = 32971/8500000 *. _x_12 in\llet (_x_22 : real) = (-21603/320000) *. _x_14 in\llet (_x_23 : real)\l    = if (_x_17 +. _x_18 +. _x_19 +. _x_20 +. _x_21 +. _x_22) \<=.\l         73983893263/767143700000\l      then 0\l      else\l        (-73983893263/767143700000) +. _x_17 +. _x_18 +. _x_19 +. _x_20\l        +. _x_21 +. _x_22\lin\llet (_x_24 : real)\l    = 66419/200000 *. (if _x_2 then 67/500 else if _x_1 then 1/2 else …)\lin\llet (_x_25 : real)\l    = 25399/190100\l      *. (if _x_6 then 377/1000 else if _x_5 then 1223/1000 else …)\lin\llet (_x_26 : real) = 449/29020000 *. _x_8 in\llet (_x_27 : real) = 3841/3110000 *. _x_10 in\llet (_x_28 : real) = (-25741/4250000) *. _x_12 in\llet (_x_29 : real) = 58299/640000 *. _x_14 in\llet (_x_30 : real)\l    = if (_x_24 +. _x_25 +. _x_26 +. _x_27 +. _x_28 +. _x_29) \<=.\l         (-317131778543/1534287400000)\l      then 0\l      else\l        317131778543/1534287400000 +. _x_24 +. _x_25 +. _x_26 +. _x_27\l        +. _x_28 +. _x_29\lin\llet (_x_31 : real)\l    = 23799/100000 *. (if _x_2 then 67/500 else if _x_1 then 1/2 else …)\lin\llet (_x_32 : real)\l    = (-18071/95050)\l      *. (if _x_6 then 377/1000 else if _x_5 then 1223/1000 else …)\lin\llet (_x_33 : real) = 38981/29020000 *. _x_8 in\llet (_x_34 : real) = 1727/194375 *. _x_10 in\llet (_x_35 : real) = (-61231/8500000) *. _x_12 in\llet (_x_36 : real) = (-1831/320000) *. _x_14 in\llet (_x_37 : real)\l    = if (_x_31 +. _x_32 +. _x_33 +. _x_34 +. _x_35 +. _x_36) \<=.\l         (-89188713933/1534287400000)\l      then 0\l      else\l        89188713933/1534287400000 +. _x_31 +. _x_32 +. _x_33 +. _x_34\l        +. _x_35 +. _x_36\lin\llet (_x_38 : real)\l    = 10277/200000 *. (if _x_2 then 67/500 else if _x_1 then 1/2 else …)\lin\llet (_x_39 : real)\l    = (-28841/190100)\l      *. (if _x_6 then 377/1000 else if _x_5 then 1223/1000 else …)\lin\llet (_x_40 : real) = 4637/29020000 *. _x_8 in\llet (_x_41 : real) = 3601/388750 *. _x_10 in\llet (_x_42 : real) = 5957/8500000 *. _x_12 in\llet (_x_43 : real) = (-22041/640000) *. _x_14 in\llet (_x_44 : real)\l    = if (_x_38 +. _x_39 +. _x_40 +. _x_41 +. _x_42 +. _x_43) \<=.\l         (-372238333/2454859840)\l      then 0\l      else\l        372238333/2454859840 +. _x_38 +. _x_39 +. _x_40 +. _x_41 +. _x_42\l        +. _x_43\lin\llet (_x_45 : real)\l    = 13901/50000 *. (if _x_2 then 67/500 else if _x_1 then 1/2 else …)\lin\llet (_x_46 : real)\l    = (-803/38020)\l      *. (if _x_6 then 377/1000 else if _x_5 then 1223/1000 else …)\lin\llet (_x_47 : real) = 10557/29020000 *. _x_8 in\llet (_x_48 : real) = 60757/3110000 *. _x_10 in\llet (_x_49 : real) = (-16157/4250000) *. _x_12 in\llet (_x_50 : real) = 47933/640000 *. _x_14 in\llet (_x_51 : real)\l    = if (_x_45 +. _x_46 +. _x_47 +. _x_48 +. _x_49 +. _x_50) \<=.\l         72146699557/306857480000\l      then 0\l      else\l        (-72146699557/306857480000) +. _x_45 +. _x_46 +. _x_47 +. _x_48\l        +. _x_49 +. _x_50\lin\llet (_x_52 : real)\l    = 1568904513/1250000000 *. _x_16 +. (-1400061773/1250000000) *. _x_23\l      +. (-889978969/400000000) *. _x_30 +. (-787784679/2500000000) *. _x_37\l      +. (-19189866047/10000000000) *. _x_44\l      +. 5337652199/2000000000 *. _x_51\lin\llet (_x_53 : bool) = _x_0 = Apr in\llet (_x_54 : bool) = _x_0 = Mar in\llet (_x_55 : real)\l    = 5031/50000\l      *. (if _x_2 then 67/500\l          else\l          if _x_1 then 1/2\l          else if _x_54 then 1 else if _x_53 then 3/2 else …)\lin\llet (_x_56 : bool) = _x_4 = Fri in\llet (_x_57 : bool) = _x_4 = Wed \|\| _x_4 = Thu in\llet (_x_58 : real)\l    = (-7861/95050)\l      *. (if _x_6 then 377/1000\l          else\l          if _x_5 then 1223/1000\l          else if _x_57 then 1901/1000 else if _x_56 then 1223/1000 else …)\lin\llet (_x_59 : real)\l    = if (_x_55 +. _x_58 +. _x_9 +. _x_11 +. _x_13 +. _x_15) \<=.\l         (-1716983137/306857480000)\l      then 0\l      else\l        1716983137/306857480000 +. _x_55 +. _x_58 +. _x_9 +. _x_11 +. _x_13\l        +. _x_15\lin\llet (_x_60 : real)\l    = 29103/200000\l      *. (if _x_2 then 67/500\l          else\l          if _x_1 then 1/2\l          else if _x_54 then 1 else if _x_53 then 3/2 else …)\lin\llet (_x_61 : real)\l    = 159/9505\l      *. (if _x_6 then 377/1000\l          else\l          if _x_5 then 1223/1000\l          else if _x_57 then 1901/1000 else if _x_56 then 1223/1000 else …)\lin\llet (_x_62 : real)\l    = if (_x_60 +. _x_61 +. _x_19 +. _x_20 +. _x_21 +. _x_22) \<=.\l         73983893263/767143700000\l      then 0\l      else\l        (-73983893263/767143700000) +. _x_60 +. _x_61 +. _x_19 +. _x_20\l        +. _x_21 +. _x_22\lin\llet (_x_63 : real)\l    = 66419/200000\l      *. (if _x_2 then 67/500\l          else\l          if _x_1 then 1/2\l          else if _x_54 then 1 else if _x_53 then 3/2 else …)\lin\llet (_x_64 : real)\l    = 25399/190100\l      *. (if _x_6 then 377/1000\l          else\l          if _x_5 then 1223/1000\l          else if _x_57 then 1901/1000 else if _x_56 then 1223/1000 else …)\lin\llet (_x_65 : real)\l    = if (_x_63 +. _x_64 +. _x_26 +. _x_27 +. _x_28 +. _x_29) \<=.\l         (-317131778543/1534287400000)\l      then 0\l      else\l        317131778543/1534287400000 +. _x_63 +. _x_64 +. _x_26 +. _x_27\l        +. _x_28 +. _x_29\lin\llet (_x_66 : real)\l    = 23799/100000\l      *. (if _x_2 then 67/500\l          else\l          if _x_1 then 1/2\l          else if _x_54 then 1 else if _x_53 then 3/2 else …)\lin\llet (_x_67 : real)\l    = (-18071/95050)\l      *. (if _x_6 then 377/1000\l          else\l          if _x_5 then 1223/1000\l          else if _x_57 then 1901/1000 else if _x_56 then 1223/1000 else …)\lin\llet (_x_68 : real)\l    = if (_x_66 +. _x_67 +. _x_33 +. _x_34 +. _x_35 +. _x_36) \<=.\l         (-89188713933/1534287400000)\l      then 0\l      else\l        89188713933/1534287400000 +. _x_66 +. _x_67 +. _x_33 +. _x_34\l        +. _x_35 +. _x_36\lin\llet (_x_69 : real)\l    = 10277/200000\l      *. (if _x_2 then 67/500\l          else\l          if _x_1 then 1/2\l          else if _x_54 then 1 else if _x_53 then 3/2 else …)\lin\llet (_x_70 : real)\l    = (-28841/190100)\l      *. (if _x_6 then 377/1000\l          else\l          if _x_5 then 1223/1000\l          else if _x_57 then 1901/1000 else if _x_56 then 1223/1000 else …)\lin\llet (_x_71 : real)\l    = if (_x_69 +. _x_70 +. _x_40 +. _x_41 +. _x_42 +. _x_43) \<=.\l         (-372238333/2454859840)\l      then 0\l      else\l        372238333/2454859840 +. _x_69 +. _x_70 +. _x_40 +. _x_41 +. _x_42\l        +. _x_43\lin\llet (_x_72 : real)\l    = 13901/50000\l      *. (if _x_2 then 67/500\l          else\l          if _x_1 then 1/2\l          else if _x_54 then 1 else if _x_53 then 3/2 else …)\lin\llet (_x_73 : real)\l    = (-803/38020)\l      *. (if _x_6 then 377/1000\l          else\l          if _x_5 then 1223/1000\l          else if _x_57 then 1901/1000 else if _x_56 then 1223/1000 else …)\lin\llet (_x_74 : real)\l    = if (_x_72 +. _x_73 +. _x_47 +. _x_48 +. _x_49 +. _x_50) \<=.\l         72146699557/306857480000\l      then 0\l      else\l        (-72146699557/306857480000) +. _x_72 +. _x_73 +. _x_47 +. _x_48\l        +. _x_49 +. _x_50\lin\llet (_x_75 : real)\l    = 1568904513/1250000000 *. _x_59 +. (-1400061773/1250000000) *. _x_62\l      +. (-889978969/400000000) *. _x_65 +. (-787784679/2500000000) *. _x_68\l      +. (-19189866047/10000000000) *. _x_71\l      +. 5337652199/2000000000 *. _x_74\lin\l(((((((((not\l         ((if _x_75 \<=. (-341987779/312500000)\l           then\l             28114831522503/7812500000000\l             +. 67395431164941/31250000000000 *. _x_59\l             +. (-60142453582761/31250000000000) *. _x_62\l             +. (-38230826571333/10000000000000) *. _x_65\l             +. (-33840866455803/62500000000000) *. _x_68\l             +. (-824339075780979/250000000000000) *. _x_71\l             +. 229289525512443/50000000000000 *. _x_74\l           else\l           if _x_75 \<=. (-29487779/312500000)\l           then\l             213430965464483/31250000000000\l             +. 732799213218501/125000000000000 *. _x_59\l             +. (-653936652747521/125000000000000) *. _x_62\l             +. (-415688706903613/40000000000000) *. _x_65\l             +. (-367956104513283/250000000000000) *. _x_37\l             +. (-8963145063634619/1000000000000000) *. _x_44\l             +. 2493094576152323/200000000000000 *. _x_51\l           else\l           if _x_52 \<=. 283012221/312500000\l           then\l             1852306369389/244140625000\l             +. 124497279820089/7812500000000 *. _x_16\l             +. (-111099101872869/7812500000000) *. _x_23\l             +. (-70622501127057/2500000000000) *. _x_30\l             +. (-62513077632687/15625000000000) *. _x_37\l             +. (-1522773440427591/62500000000000) *. _x_44\l             +. 423558714947247/12500000000000 *. _x_51\l           else if _x_52 \<=. 595512221/312500000 then … else …)\l          \<=. 20)\l         && _x_10 = 20)\l        && _x_0 = May)\l       && 0 \<=. _x_8)\l      && _x_8 \<=. 500)\l     && 0 \<=. _x_10)\l    && _x_10 \<=. 40)\l   && 0 \<=. _x_12)\l  && _x_12 \<=. 100)\l && 0 \<=. _x_14)\l&& _x_14 \<=. 15",shape=box,style=filled,color="cyan",fontname="courier",fontsize=14];
}

proof attempt

ground_instances:

definitions:

inductions:

search_time:

0.097s

details:

Expand

smt_stats:

arith offset eqs:	2
num checks:	1
arith assert lower:	151
arith tableau max rows:	23
arith tableau max columns:	113
arith pivots:	140
rlimit count:	201777
mk clause:	202
datatype occurs check:	8
mk bool var:	259
arith assert upper:	119
datatype splits:	16
decisions:	243
arith row summations:	1511
arith bound prop:	8
propagations:	288
conflicts:	41
arith fixed eqs:	45
datatype accessor ax:	11
minimized lits:	26
arith conflicts:	17
arith num rows:	23
arith assert diseq:	16
datatype constructor ax:	23
final checks:	1
added eqs:	238
del clause:	89
arith eq adapter:	90
time:	0.087000
memory:	8.800000
max memory:	9.620000
num allocs:	286362833039.000000

Expand

start[0.097s]
  let (_x_0 : real)
      = 5031/25000 *. … +. (-7861/50000) *. … +. (-19063/100000) *. …
        +. (-27281/50000) *. … +. 137/4000 *. … +. 6263/12500 *. …
        +. (-173/6250)
  in
  let (_x_1 : real)
      = 29103/100000 *. … +. 159/5000 *. … +. (-1021/6250) *. …
        +. 17919/100000 *. … +. 32971/100000 *. …
        +. (-21603/50000) *. … +. (-131/5000)
  in
  let (_x_2 : real)
      = 66419/100000 *. … +. 25399/100000 *. … +. 449/100000 *. …
        +. 3841/100000 *. … +. (-25741/50000) *. … +. 58299/100000 *. …
        +. 5929/50000
  in
  let (_x_3 : real)
      = 23799/50000 *. … +. (-18071/50000) *. … +. 38981/100000 *. …
        +. 1727/6250 *. … +. (-61231/100000) *. … +. (-1831/50000) *. …
        +. (-289/10000)
  in
  let (_x_4 : real)
      = 10277/100000 *. … +. (-28841/100000) *. … +. 4637/100000 *. …
        +. 3601/12500 *. … +. 5957/100000 *. … +. (-22041/100000) *. …
        +. 1827/10000
  in
  let (_x_5 : real)
      = 13901/25000 *. … +. (-803/20000) *. … +. 10557/100000 *. …
        +. 60757/100000 *. … +. (-16157/50000) *. …
        +. 47933/100000 *. … +. (-6219/25000)
  in
  let (_x_6 : real)
      = 444323/100000
        *. (3531/12500 *. (if _x_0 >. 0 then _x_0 else 0)
            +. (-3151/12500) *. (if _x_1 >. 0 then _x_1 else 0)
            +. (-2003/4000) *. (if _x_2 >. 0 then _x_2 else 0)
            +. (-1773/25000) *. (if _x_3 >. 0 then _x_3 else 0)
            +. (-43189/100000) *. (if _x_4 >. 0 then _x_4 else 0)
            +. 12013/20000 *. (if _x_5 >. 0 then _x_5 else 0) +. 1473/3125)
  in
  let (_x_7 : real) = ( :var_0: ).temp in
  let (_x_8 : real) = ( :var_0: ).dmc in
  let (_x_9 : real) = ( :var_0: ).rh in
  let (_x_10 : real) = ( :var_0: ).rain in
  (if _x_6 <=. 1 then _x_6 -. 0 *. 42957/25000
   else
   if _x_6 <=. 2 then _x_6 -. 15803/25000 *. 467077/100000
   else
   if _x_6 <=. 3 then _x_6 -. 149679/100000 *. 79353/6250
   else if _x_6 <=. 4 then … else …)
  >. 20
  && _x_7 = 20
     && ( :var_0: ).month = May
        && 0 <=. _x_8
           && _x_8 <=. 500
              && 0 <=. _x_7
                 && _x_7 <=. 40
                    && 0 <=. _x_9
                       && _x_9 <=. 100 && 0 <=. _x_10 && _x_10 <=. 15

simplify

into:	let (_x_0 : month) = ( :var_0: ).month in let (_x_1 : bool) = _x_0 = Apr in let (_x_2 : bool) = _x_0 = Mar in let (_x_3 : bool) = _x_0 = Feb in let (_x_4 : bool) = _x_0 = Jan in let (_x_5 : real) = 5031/50000 . (if _x_4 then 67/500 else if _x_3 then 1/2 else if _x_2 then 1 else if _x_1 then 3/2 else …) in let (_x_6 : day) = ( :var_0: ).day in let (_x_7 : bool) = _x_6 = Fri in let (_x_8 : bool) = _x_6 = Wed \|\| _x_6 = Thu in let (_x_9 : bool) = _x_6 = Tue in let (_x_10 : bool) = _x_6 = Mon in let (_x_11 : real) = (-7861/95050) . (if _x_10 then 377/1000 else if _x_9 then 1223/1000 else if _x_8 then 1901/1000 else if _x_7 then 1223/1000 else …) in let (_x_12 : real) = ( :var_0: ).dmc in let (_x_13 : real) = (-19063/29020000) . _x_12 in let (_x_14 : real) = ( :var_0: ).temp in let (_x_15 : real) = (-27281/1555000) . _x_14 in let (_x_16 : real) = ( :var_0: ).rh in let (_x_17 : real) = 137/340000 . _x_16 in let (_x_18 : real) = ( :var_0: ).rain in let (_x_19 : real) = 6263/80000 . _x_18 in let (_x_20 : real) = if (_x_5 +. _x_11 +. _x_13 +. _x_15 +. _x_17 +. _x_19) <=. (-1716983137/306857480000) then 0 else 1716983137/306857480000 +. _x_5 +. _x_11 +. _x_13 +. _x_15 +. _x_17 +. _x_19 in let (_x_21 : real) = 29103/200000 . (if _x_4 then 67/500 else if _x_3 then 1/2 else if _x_2 then 1 else if _x_1 then 3/2 else …) in let (_x_22 : real) = 159/9505 . (if _x_10 then 377/1000 else if _x_9 then 1223/1000 else if _x_8 then 1901/1000 else if _x_7 then 1223/1000 else …) in let (_x_23 : real) = (-1021/1813750) . _x_12 in let (_x_24 : real) = 17919/3110000 . _x_14 in let (_x_25 : real) = 32971/8500000 . _x_16 in let (_x_26 : real) = (-21603/320000) . _x_18 in let (_x_27 : real) = if (_x_21 +. _x_22 +. _x_23 +. _x_24 +. _x_25 +. _x_26) <=. 73983893263/767143700000 then 0 else (-73983893263/767143700000) +. _x_21 +. _x_22 +. _x_23 +. _x_24 +. _x_25 +. _x_26 in let (_x_28 : real) = 66419/200000 . (if _x_4 then 67/500 else if _x_3 then 1/2 else if _x_2 then 1 else if _x_1 then 3/2 else …) in let (_x_29 : real) = 25399/190100 . (if _x_10 then 377/1000 else if _x_9 then 1223/1000 else if _x_8 then 1901/1000 else if _x_7 then 1223/1000 else …) in let (_x_30 : real) = 449/29020000 . _x_12 in let (_x_31 : real) = 3841/3110000 . _x_14 in let (_x_32 : real) = (-25741/4250000) . _x_16 in let (_x_33 : real) = 58299/640000 . _x_18 in let (_x_34 : real) = if (_x_28 +. _x_29 +. _x_30 +. _x_31 +. _x_32 +. _x_33) <=. (-317131778543/1534287400000) then 0 else 317131778543/1534287400000 +. _x_28 +. _x_29 +. _x_30 +. _x_31 +. _x_32 +. _x_33 in let (_x_35 : real) = 23799/100000 . (if _x_4 then 67/500 else if _x_3 then 1/2 else if _x_2 then 1 else if _x_1 then 3/2 else …) in let (_x_36 : real) = (-18071/95050) . (if _x_10 then 377/1000 else if _x_9 then 1223/1000 else if _x_8 then 1901/1000 else if _x_7 then 1223/1000 else …) in let (_x_37 : real) = 38981/29020000 . _x_12 in let (_x_38 : real) = 1727/194375 . _x_14 in let (_x_39 : real) = (-61231/8500000) . _x_16 in let (_x_40 : real) = (-1831/320000) . _x_18 in let (_x_41 : real) = if (_x_35 +. _x_36 +. _x_37 +. _x_38 +. _x_39 +. _x_40) <=. (-89188713933/1534287400000) then 0 else 89188713933/1534287400000 +. _x_35 +. _x_36 +. _x_37 +. _x_38 +. _x_39 +. _x_40 in let (_x_42 : real) = 10277/200000 . (if _x_4 then 67/500 else if _x_3 then 1/2 else if _x_2 then 1 else if _x_1 then 3/2 else …) in let (_x_43 : real) = (-28841/190100) . (if _x_10 then 377/1000 else if _x_9 then 1223/1000 else if _x_8 then 1901/1000 else if _x_7 then 1223/1000 else …) in let (_x_44 : real) = 4637/29020000 . _x_12 in let (_x_45 : real) = 3601/388750 . _x_14 in let (_x_46 : real) = 5957/8500000 . _x_16 in let (_x_47 : real) = (-22041/640000) . _x_18 in let (_x_48 : real) = if (_x_42 +. _x_43 +. _x_44 +. _x_45 +. _x_46 +. _x_47) <=. (-372238333/2454859840) then 0 else 372238333/2454859840 +. _x_42 +. _x_43 +. _x_44 +. _x_45 +. _x_46 +. _x_47 in let (_x_49 : real) = 13901/50000 . (if _x_4 then 67/500 else if _x_3 then 1/2 else if _x_2 then 1 else if _x_1 then 3/2 else …) in let (_x_50 : real) = (-803/38020) . (if _x_10 then 377/1000 else if _x_9 then 1223/1000 else if _x_8 then 1901/1000 else if _x_7 then 1223/1000 else …) in let (_x_51 : real) = 10557/29020000 . _x_12 in let (_x_52 : real) = 60757/3110000 . _x_14 in let (_x_53 : real) = (-16157/4250000) . _x_16 in let (_x_54 : real) = 47933/640000 . _x_18 in let (_x_55 : real) = if (_x_49 +. _x_50 +. _x_51 +. _x_52 +. _x_53 +. _x_54) <=. 72146699557/306857480000 then 0 else (-72146699557/306857480000) +. _x_49 +. _x_50 +. _x_51 +. _x_52 +. _x_53 +. _x_54 in let (_x_56 : real) = 1568904513/1250000000 . _x_20 +. (-1400061773/1250000000) . _x_27 +. (-889978969/400000000) . _x_34 +. (-787784679/2500000000) . _x_41 +. (-19189866047/10000000000) . _x_48 +. 5337652199/2000000000 . _x_55 in (((((((((not ((if _x_56 <=. (-341987779/312500000) then 28114831522503/7812500000000 +. 67395431164941/31250000000000 . _x_20 +. (-60142453582761/31250000000000) . _x_27 +. (-38230826571333/10000000000000) . _x_34 +. (-33840866455803/62500000000000) . _x_41 +. (-824339075780979/250000000000000) . _x_48 +. 229289525512443/50000000000000 . _x_55 else if _x_56 <=. (-29487779/312500000) then 213430965464483/31250000000000 +. 732799213218501/125000000000000 . _x_20 +. (-653936652747521/125000000000000) . _x_27 +. (-415688706903613/40000000000000) . _x_34 +. (-367956104513283/250000000000000) . _x_41 +. (-8963145063634619/1000000000000000) . _x_48 +. 2493094576152323/200000000000000 . _x_55 else if _x_56 <=. 283012221/312500000 then 1852306369389/244140625000 +. 124497279820089/7812500000000 . _x_20 +. (-111099101872869/7812500000000) . _x_27 +. (-70622501127057/2500000000000) . _x_34 +. (-62513077632687/15625000000000) . _x_41 +. (-1522773440427591/62500000000000) . _x_48 +. 423558714947247/12500000000000 . _x_55 else if _x_56 <=. 595512221/312500000 then … else …) <=. 20) && _x_14 = 20) && _x_0 = May) && 0 <=. _x_12) && _x_12 <=. 500) && 0 <=. _x_14) && _x_14 <=. 40) && 0 <=. _x_16) && _x_16 <=. 100) && 0 <=. _x_18) && _x_18 <=. 15
expansions:	[]
rewrite_steps:
forward_chaining:

Sat (Some let x : nn_input = {month = May; day = Sun; dmc = (Q.of_nativeint (0n)); temp = (Q.of_nativeint (20n)); rh = (Q.of_string "5431789896179479166425240482521/65088373220488959938403966800"); rain = (Q.of_string "1399788331129923890397297528763/101700583157013999903756198125")} )

digraph "proof" {
p_1038 [label="Start (let (_x_0 : real)\l           = 5031/25000 *. … +. (-7861/50000) *. …\l             +. (-19063/100000) *. … +. (-27281/50000) *. …\l             +. 137/4000 *. … +. 6263/12500 *. … +. (-173/6250)\l       in\l       let (_x_1 : real)\l           = 29103/100000 *. … +. 159/5000 *. … +. (-1021/6250) *. …\l             +. 17919/100000 *. … +. 32971/100000 *. …\l             +. (-21603/50000) *. … +. (-131/5000)\l       in\l       let (_x_2 : real)\l           = 66419/100000 *. … +. 25399/100000 *. … +. 449/100000 *. …\l             +. 3841/100000 *. … +. (-25741/50000) *. …\l             +. 58299/100000 *. … +. 5929/50000\l       in\l       let (_x_3 : real)\l           = 23799/50000 *. … +. (-18071/50000) *. …\l             +. 38981/100000 *. … +. 1727/6250 *. …\l             +. (-61231/100000) *. … +. (-1831/50000) *. …\l             +. (-289/10000)\l       in\l       let (_x_4 : real)\l           = 10277/100000 *. … +. (-28841/100000) *. …\l             +. 4637/100000 *. … +. 3601/12500 *. … +. 5957/100000 *. …\l             +. (-22041/100000) *. … +. 1827/10000\l       in\l       let (_x_5 : real)\l           = 13901/25000 *. … +. (-803/20000) *. … +. 10557/100000 *. …\l             +. 60757/100000 *. … +. (-16157/50000) *. …\l             +. 47933/100000 *. … +. (-6219/25000)\l       in\l       let (_x_6 : real)\l           = 444323/100000\l             *. (3531/12500 *. (if _x_0 \>. 0 then _x_0 else 0)\l                 +. (-3151/12500) *. (if _x_1 \>. 0 then _x_1 else 0)\l                 +. (-2003/4000) *. (if _x_2 \>. 0 then _x_2 else 0)\l                 +. (-1773/25000) *. (if _x_3 \>. 0 then _x_3 else 0)\l                 +. (-43189/100000) *. (if _x_4 \>. 0 then _x_4 else 0)\l                 +. 12013/20000 *. (if _x_5 \>. 0 then _x_5 else 0)\l                 +. 1473/3125)\l       in\l       let (_x_7 : real) = ( :var_0: ).temp in\l       let (_x_8 : real) = ( :var_0: ).dmc in\l       let (_x_9 : real) = ( :var_0: ).rh in\l       let (_x_10 : real) = ( :var_0: ).rain in\l       (if _x_6 \<=. 1 then _x_6 -. 0 *. 42957/25000\l        else\l        if _x_6 \<=. 2 then _x_6 -. 15803/25000 *. 467077/100000\l        else\l        if _x_6 \<=. 3 then _x_6 -. 149679/100000 *. 79353/6250\l        else if _x_6 \<=. 4 then … else …)\l       \>. 20\l       && _x_7 = 20\l          && ( :var_0: ).month = May\l             && 0 \<=. _x_8\l                && _x_8 \<=. 500\l                   && 0 \<=. _x_7\l                      && _x_7 \<=. 40\l                         && 0 \<=. _x_9\l                            && _x_9 \<=. 100 && 0 \<=. _x_10 && _x_10 \<=. 15\l       :time 0.097s)",shape=box,style=filled,fontname="courier",fontsize=14];
p_1038 -> p_1037 [label=""];
p_1037 [label="Simplify (let (_x_0 : month) = ( :var_0: ).month in\l          let (_x_1 : bool) = _x_0 = Apr in\l          let (_x_2 : bool) = _x_0 = Mar in\l          let (_x_3 : bool) = _x_0 = Feb in\l          let (_x_4 : bool) = _x_0 = Jan in\l          let (_x_5 : real)\l              = 5031/50000\l                *. (if _x_4 then 67/500\l                    else\l                    if _x_3 then 1/2\l                    else if _x_2 then 1 else if _x_1 then 3/2 else …)\l          in\l          let (_x_6 : day) = ( :var_0: ).day in\l          let (_x_7 : bool) = _x_6 = Fri in\l          let (_x_8 : bool) = _x_6 = Wed \|\| _x_6 = Thu in\l          let (_x_9 : bool) = _x_6 = Tue in\l          let (_x_10 : bool) = _x_6 = Mon in\l          let (_x_11 : real)\l              = (-7861/95050)\l                *. (if _x_10 then 377/1000\l                    else\l                    if _x_9 then 1223/1000\l                    else\l                    if _x_8 then 1901/1000\l                    else if _x_7 then 1223/1000 else …)\l          in\l          let (_x_12 : real) = ( :var_0: ).dmc in\l          let (_x_13 : real) = (-19063/29020000) *. _x_12 in\l          let (_x_14 : real) = ( :var_0: ).temp in\l          let (_x_15 : real) = (-27281/1555000) *. _x_14 in\l          let (_x_16 : real) = ( :var_0: ).rh in\l          let (_x_17 : real) = 137/340000 *. _x_16 in\l          let (_x_18 : real) = ( :var_0: ).rain in\l          let (_x_19 : real) = 6263/80000 *. _x_18 in\l          let (_x_20 : real)\l              = if (_x_5 +. _x_11 +. _x_13 +. _x_15 +. _x_17 +. _x_19) \<=.\l                   (-1716983137/306857480000)\l                then 0\l                else\l                  1716983137/306857480000 +. _x_5 +. _x_11 +. _x_13 +. _x_15\l                  +. _x_17 +. _x_19\l          in\l          let (_x_21 : real)\l              = 29103/200000\l                *. (if _x_4 then 67/500\l                    else\l                    if _x_3 then 1/2\l                    else if _x_2 then 1 else if _x_1 then 3/2 else …)\l          in\l          let (_x_22 : real)\l              = 159/9505\l                *. (if _x_10 then 377/1000\l                    else\l                    if _x_9 then 1223/1000\l                    else\l                    if _x_8 then 1901/1000\l                    else if _x_7 then 1223/1000 else …)\l          in\l          let (_x_23 : real) = (-1021/1813750) *. _x_12 in\l          let (_x_24 : real) = 17919/3110000 *. _x_14 in\l          let (_x_25 : real) = 32971/8500000 *. _x_16 in\l          let (_x_26 : real) = (-21603/320000) *. _x_18 in\l          let (_x_27 : real)\l              = if (_x_21 +. _x_22 +. _x_23 +. _x_24 +. _x_25 +. _x_26) \<=.\l                   73983893263/767143700000\l                then 0\l                else\l                  (-73983893263/767143700000) +. _x_21 +. _x_22 +. _x_23\l                  +. _x_24 +. _x_25 +. _x_26\l          in\l          let (_x_28 : real)\l              = 66419/200000\l                *. (if _x_4 then 67/500\l                    else\l                    if _x_3 then 1/2\l                    else if _x_2 then 1 else if _x_1 then 3/2 else …)\l          in\l          let (_x_29 : real)\l              = 25399/190100\l                *. (if _x_10 then 377/1000\l                    else\l                    if _x_9 then 1223/1000\l                    else\l                    if _x_8 then 1901/1000\l                    else if _x_7 then 1223/1000 else …)\l          in\l          let (_x_30 : real) = 449/29020000 *. _x_12 in\l          let (_x_31 : real) = 3841/3110000 *. _x_14 in\l          let (_x_32 : real) = (-25741/4250000) *. _x_16 in\l          let (_x_33 : real) = 58299/640000 *. _x_18 in\l          let (_x_34 : real)\l              = if (_x_28 +. _x_29 +. _x_30 +. _x_31 +. _x_32 +. _x_33) \<=.\l                   (-317131778543/1534287400000)\l                then 0\l                else\l                  317131778543/1534287400000 +. _x_28 +. _x_29 +. _x_30\l                  +. _x_31 +. _x_32 +. _x_33\l          in\l          let (_x_35 : real)\l              = 23799/100000\l                *. (if _x_4 then 67/500\l                    else\l                    if _x_3 then 1/2\l                    else if _x_2 then 1 else if _x_1 then 3/2 else …)\l          in\l          let (_x_36 : real)\l              = (-18071/95050)\l                *. (if _x_10 then 377/1000\l                    else\l                    if _x_9 then 1223/1000\l                    else\l                    if _x_8 then 1901/1000\l                    else if _x_7 then 1223/1000 else …)\l          in\l          let (_x_37 : real) = 38981/29020000 *. _x_12 in\l          let (_x_38 : real) = 1727/194375 *. _x_14 in\l          let (_x_39 : real) = (-61231/8500000) *. _x_16 in\l          let (_x_40 : real) = (-1831/320000) *. _x_18 in\l          let (_x_41 : real)\l              = if (_x_35 +. _x_36 +. _x_37 +. _x_38 +. _x_39 +. _x_40) \<=.\l                   (-89188713933/1534287400000)\l                then 0\l                else\l                  89188713933/1534287400000 +. _x_35 +. _x_36 +. _x_37\l                  +. _x_38 +. _x_39 +. _x_40\l          in\l          let (_x_42 : real)\l              = 10277/200000\l                *. (if _x_4 then 67/500\l                    else\l                    if _x_3 then 1/2\l                    else if _x_2 then 1 else if _x_1 then 3/2 else …)\l          in\l          let (_x_43 : real)\l              = (-28841/190100)\l                *. (if _x_10 then 377/1000\l                    else\l                    if _x_9 then 1223/1000\l                    else\l                    if _x_8 then 1901/1000\l                    else if _x_7 then 1223/1000 else …)\l          in\l          let (_x_44 : real) = 4637/29020000 *. _x_12 in\l          let (_x_45 : real) = 3601/388750 *. _x_14 in\l          let (_x_46 : real) = 5957/8500000 *. _x_16 in\l          let (_x_47 : real) = (-22041/640000) *. _x_18 in\l          let (_x_48 : real)\l              = if (_x_42 +. _x_43 +. _x_44 +. _x_45 +. _x_46 +. _x_47) \<=.\l                   (-372238333/2454859840)\l                then 0\l                else\l                  372238333/2454859840 +. _x_42 +. _x_43 +. _x_44 +. _x_45\l                  +. _x_46 +. _x_47\l          in\l          let (_x_49 : real)\l              = 13901/50000\l                *. (if _x_4 then 67/500\l                    else\l                    if _x_3 then 1/2\l                    else if _x_2 then 1 else if _x_1 then 3/2 else …)\l          in\l          let (_x_50 : real)\l              = (-803/38020)\l                *. (if _x_10 then 377/1000\l                    else\l                    if _x_9 then 1223/1000\l                    else\l                    if _x_8 then 1901/1000\l                    else if _x_7 then 1223/1000 else …)\l          in\l          let (_x_51 : real) = 10557/29020000 *. _x_12 in\l          let (_x_52 : real) = 60757/3110000 *. _x_14 in\l          let (_x_53 : real) = (-16157/4250000) *. _x_16 in\l          let (_x_54 : real) = 47933/640000 *. _x_18 in\l          let (_x_55 : real)\l              = if (_x_49 +. _x_50 +. _x_51 +. _x_52 +. _x_53 +. _x_54) \<=.\l                   72146699557/306857480000\l                then 0\l                else\l                  (-72146699557/306857480000) +. _x_49 +. _x_50 +. _x_51\l                  +. _x_52 +. _x_53 +. _x_54\l          in\l          let (_x_56 : real)\l              = 1568904513/1250000000 *. _x_20\l                +. (-1400061773/1250000000) *. _x_27\l                +. (-889978969/400000000) *. _x_34\l                +. (-787784679/2500000000) *. _x_41\l                +. (-19189866047/10000000000) *. _x_48\l                +. 5337652199/2000000000 *. _x_55\l          in\l          (((((((((not\l                   ((if _x_56 \<=. (-341987779/312500000)\l                     then\l                       28114831522503/7812500000000\l                       +. 67395431164941/31250000000000 *. _x_20\l                       +. (-60142453582761/31250000000000) *. _x_27\l                       +. (-38230826571333/10000000000000) *. _x_34\l                       +. (-33840866455803/62500000000000) *. _x_41\l                       +. (-824339075780979/250000000000000) *. _x_48\l                       +. 229289525512443/50000000000000 *. _x_55\l                     else\l                     if _x_56 \<=. (-29487779/312500000)\l                     then\l                       213430965464483/31250000000000\l                       +. 732799213218501/125000000000000 *. _x_20\l                       +. (-653936652747521/125000000000000) *. _x_27\l                       +. (-415688706903613/40000000000000) *. _x_34\l                       +. (-367956104513283/250000000000000) *. _x_41\l                       +. (-8963145063634619/1000000000000000) *. _x_48\l                       +. 2493094576152323/200000000000000 *. _x_55\l                     else\l                     if _x_56 \<=. 283012221/312500000\l                     then\l                       1852306369389/244140625000\l                       +. 124497279820089/7812500000000 *. _x_20\l                       +. (-111099101872869/7812500000000) *. _x_27\l                       +. (-70622501127057/2500000000000) *. _x_34\l                       +. (-62513077632687/15625000000000) *. _x_41\l                       +. (-1522773440427591/62500000000000) *. _x_48\l                       +. 423558714947247/12500000000000 *. _x_55\l                     else if _x_56 \<=. 595512221/312500000 then … else …)\l                    \<=. 20)\l                   && _x_14 = 20)\l                  && _x_0 = May)\l                 && 0 \<=. _x_12)\l                && _x_12 \<=. 500)\l               && 0 \<=. _x_14)\l              && _x_14 \<=. 40)\l             && 0 \<=. _x_16)\l            && _x_16 \<=. 100)\l           && 0 \<=. _x_18)\l          && _x_18 \<=. 15 :expansions [] :rw [] :fc [])",shape=box,style=filled,fontname="courier",fontsize=14];
p_1037 -> p_1036 [label=""];
p_1036 [label="Sat (Some let x : nn_input =\l  \{month = May; day = Sun; dmc = (Q.of_nativeint (0n));\l   temp = (Q.of_nativeint (20n));\l   rh =\l   (Q.of_string \"5431789896179479166425240482521/65088373220488959938403966800\");\l   rain =\l   (Q.of_string \"1399788331129923890397297528763/101700583157013999903756198125\")\}\l)",shape=box,style=filled,fontname="courier",fontsize=14];
}

Try this!

In [21]:

CX.x;;

nn_model CX.x

Out[21]:

- : nn_input =
{month = May; day = Sun; dmc = 0.; temp = 20.; rh = 83.4525373338;
 rain = 13.7638181383}
- : real = 33.0231799948

These constraints mean it is slightly harder for Imandra to find a particular instance satisfying our original demand, but nonetheless it's possible. Now let's try something a bit more interesting. First of all let's check for one desirable property of the model, namely that it never outputs a negative area as a prediction.

Try this!

In [22]:

verify (fun x -> is_valid_nn x ==> nn_model x >=. 0.0)

Out[22]:

- : nn_input -> bool = <fun>

Proved

proof
call graph

proof

ground_instances:

definitions:

inductions:

search_time:

0.519s

details:

Expand

smt_stats:

arith offset eqs:	15
num checks:	1
arith assert lower:	389
arith tableau max rows:	24
arith tableau max columns:	144
arith pivots:	577
rlimit count:	1040578
mk clause:	685
restarts:	1
mk bool var:	572
arith assert upper:	391
datatype splits:	65
decisions:	396
arith row summations:	6496
arith bound prop:	13
propagations:	1967
conflicts:	128
arith fixed eqs:	91
datatype accessor ax:	18
minimized lits:	104
arith conflicts:	74
arith num rows:	24
arith assert diseq:	111
datatype constructor ax:	9
added eqs:	792
del clause:	361
arith eq adapter:	255
time:	0.505000
memory:	9.450000
max memory:	10.330000
num allocs:	287977984664.000000

Expand

start[0.519s]
  let (_x_0 : real) = ( :var_0: ).dmc in
  let (_x_1 : real) = ( :var_0: ).temp in
  let (_x_2 : real) = ( :var_0: ).rh in
  let (_x_3 : real) = ( :var_0: ).rain in
  let (_x_4 : real)
      = 5031/25000 *. … +. (-7861/50000) *. … +. (-19063/100000) *. …
        +. (-27281/50000) *. … +. 137/4000 *. … +. 6263/12500 *. …
        +. (-173/6250)
  in
  let (_x_5 : real)
      = 29103/100000 *. … +. 159/5000 *. … +. (-1021/6250) *. …
        +. 17919/100000 *. … +. 32971/100000 *. …
        +. (-21603/50000) *. … +. (-131/5000)
  in
  let (_x_6 : real)
      = 66419/100000 *. … +. 25399/100000 *. … +. 449/100000 *. …
        +. 3841/100000 *. … +. (-25741/50000) *. … +. 58299/100000 *. …
        +. 5929/50000
  in
  let (_x_7 : real)
      = 23799/50000 *. … +. (-18071/50000) *. … +. 38981/100000 *. …
        +. 1727/6250 *. … +. (-61231/100000) *. … +. (-1831/50000) *. …
        +. (-289/10000)
  in
  let (_x_8 : real)
      = 10277/100000 *. … +. (-28841/100000) *. … +. 4637/100000 *. …
        +. 3601/12500 *. … +. 5957/100000 *. … +. (-22041/100000) *. …
        +. 1827/10000
  in
  let (_x_9 : real)
      = 13901/25000 *. … +. (-803/20000) *. … +. 10557/100000 *. …
        +. 60757/100000 *. … +. (-16157/50000) *. …
        +. 47933/100000 *. … +. (-6219/25000)
  in
  let (_x_10 : real)
      = 444323/100000
        *. (3531/12500 *. (if _x_4 >. 0 then _x_4 else 0)
            +. (-3151/12500) *. (if _x_5 >. 0 then _x_5 else 0)
            +. (-2003/4000) *. (if _x_6 >. 0 then _x_6 else 0)
            +. (-1773/25000) *. (if _x_7 >. 0 then _x_7 else 0)
            +. (-43189/100000) *. (if _x_8 >. 0 then _x_8 else 0)
            +. 12013/20000 *. (if _x_9 >. 0 then _x_9 else 0) +. 1473/3125)
  in
  0 <=. _x_0
  && _x_0 <=. 500
     && 0 <=. _x_1
        && _x_1 <=. 40
           && 0 <=. _x_2 && _x_2 <=. 100 && 0 <=. _x_3 && _x_3 <=. 15
  ==> (if _x_10 <=. 1 then _x_10 -. 0 *. 42957/25000
       else
       if _x_10 <=. 2 then _x_10 -. 15803/25000 *. 467077/100000
       else
       if _x_10 <=. 3 then _x_10 -. 149679/100000 *. 79353/6250
       else if _x_10 <=. 4 then … else …)
      >=. 0

simplify

into:	let (_x_0 : real) = ( :var_0: ).dmc in let (_x_1 : real) = ( :var_0: ).temp in let (_x_2 : real) = ( :var_0: ).rh in let (_x_3 : real) = ( :var_0: ).rain in let (_x_4 : month) = ( :var_0: ).month in let (_x_5 : bool) = _x_4 = Apr in let (_x_6 : bool) = _x_4 = Mar in let (_x_7 : bool) = _x_4 = Feb in let (_x_8 : bool) = _x_4 = Jan in let (_x_9 : real) = 5031/50000 . (if _x_8 then 67/500 else if _x_7 then 1/2 else if _x_6 then 1 else if _x_5 then 3/2 else …) in let (_x_10 : day) = ( :var_0: ).day in let (_x_11 : bool) = _x_10 = Fri in let (_x_12 : bool) = _x_10 = Wed \|\| _x_10 = Thu in let (_x_13 : bool) = _x_10 = Tue in let (_x_14 : bool) = _x_10 = Mon in let (_x_15 : real) = (-7861/95050) . (if _x_14 then 377/1000 else if _x_13 then 1223/1000 else if _x_12 then 1901/1000 else if _x_11 then 1223/1000 else …) in let (_x_16 : real) = (-19063/29020000) . _x_0 in let (_x_17 : real) = (-27281/1555000) . _x_1 in let (_x_18 : real) = 137/340000 . _x_2 in let (_x_19 : real) = 6263/80000 . _x_3 in let (_x_20 : real) = if (_x_9 +. _x_15 +. _x_16 +. _x_17 +. _x_18 +. _x_19) <=. (-1716983137/306857480000) then 0 else 1716983137/306857480000 +. _x_9 +. _x_15 +. _x_16 +. _x_17 +. _x_18 +. _x_19 in let (_x_21 : real) = 29103/200000 . (if _x_8 then 67/500 else if _x_7 then 1/2 else if _x_6 then 1 else if _x_5 then 3/2 else …) in let (_x_22 : real) = 159/9505 . (if _x_14 then 377/1000 else if _x_13 then 1223/1000 else if _x_12 then 1901/1000 else if _x_11 then 1223/1000 else …) in let (_x_23 : real) = (-1021/1813750) . _x_0 in let (_x_24 : real) = 17919/3110000 . _x_1 in let (_x_25 : real) = 32971/8500000 . _x_2 in let (_x_26 : real) = (-21603/320000) . _x_3 in let (_x_27 : real) = if (_x_21 +. _x_22 +. _x_23 +. _x_24 +. _x_25 +. _x_26) <=. 73983893263/767143700000 then 0 else (-73983893263/767143700000) +. _x_21 +. _x_22 +. _x_23 +. _x_24 +. _x_25 +. _x_26 in let (_x_28 : real) = 66419/200000 . (if _x_8 then 67/500 else if _x_7 then 1/2 else if _x_6 then 1 else if _x_5 then 3/2 else …) in let (_x_29 : real) = 25399/190100 . (if _x_14 then 377/1000 else if _x_13 then 1223/1000 else if _x_12 then 1901/1000 else if _x_11 then 1223/1000 else …) in let (_x_30 : real) = 449/29020000 . _x_0 in let (_x_31 : real) = 3841/3110000 . _x_1 in let (_x_32 : real) = (-25741/4250000) . _x_2 in let (_x_33 : real) = 58299/640000 . _x_3 in let (_x_34 : real) = if (_x_28 +. _x_29 +. _x_30 +. _x_31 +. _x_32 +. _x_33) <=. (-317131778543/1534287400000) then 0 else 317131778543/1534287400000 +. _x_28 +. _x_29 +. _x_30 +. _x_31 +. _x_32 +. _x_33 in let (_x_35 : real) = 23799/100000 . (if _x_8 then 67/500 else if _x_7 then 1/2 else if _x_6 then 1 else if _x_5 then 3/2 else …) in let (_x_36 : real) = (-18071/95050) . (if _x_14 then 377/1000 else if _x_13 then 1223/1000 else if _x_12 then 1901/1000 else if _x_11 then 1223/1000 else …) in let (_x_37 : real) = 38981/29020000 . _x_0 in let (_x_38 : real) = 1727/194375 . _x_1 in let (_x_39 : real) = (-61231/8500000) . _x_2 in let (_x_40 : real) = (-1831/320000) . _x_3 in let (_x_41 : real) = if (_x_35 +. _x_36 +. _x_37 +. _x_38 +. _x_39 +. _x_40) <=. (-89188713933/1534287400000) then 0 else 89188713933/1534287400000 +. _x_35 +. _x_36 +. _x_37 +. _x_38 +. _x_39 +. _x_40 in let (_x_42 : real) = 10277/200000 . (if _x_8 then 67/500 else if _x_7 then 1/2 else if _x_6 then 1 else if _x_5 then 3/2 else …) in let (_x_43 : real) = (-28841/190100) . (if _x_14 then 377/1000 else if _x_13 then 1223/1000 else if _x_12 then 1901/1000 else if _x_11 then 1223/1000 else …) in let (_x_44 : real) = 4637/29020000 . _x_0 in let (_x_45 : real) = 3601/388750 . _x_1 in let (_x_46 : real) = 5957/8500000 . _x_2 in let (_x_47 : real) = (-22041/640000) . _x_3 in let (_x_48 : real) = if (_x_42 +. _x_43 +. _x_44 +. _x_45 +. _x_46 +. _x_47) <=. (-372238333/2454859840) then 0 else 372238333/2454859840 +. _x_42 +. _x_43 +. _x_44 +. _x_45 +. _x_46 +. _x_47 in let (_x_49 : real) = 13901/50000 . (if _x_8 then 67/500 else if _x_7 then 1/2 else if _x_6 then 1 else if _x_5 then 3/2 else …) in let (_x_50 : real) = (-803/38020) . (if _x_14 then 377/1000 else if _x_13 then 1223/1000 else if _x_12 then 1901/1000 else if _x_11 then 1223/1000 else …) in let (_x_51 : real) = 10557/29020000 . _x_0 in let (_x_52 : real) = 60757/3110000 . _x_1 in let (_x_53 : real) = (-16157/4250000) . _x_2 in let (_x_54 : real) = 47933/640000 . _x_3 in let (_x_55 : real) = if (_x_49 +. _x_50 +. _x_51 +. _x_52 +. _x_53 +. _x_54) <=. 72146699557/306857480000 then 0 else (-72146699557/306857480000) +. _x_49 +. _x_50 +. _x_51 +. _x_52 +. _x_53 +. _x_54 in let (_x_56 : real) = 1568904513/1250000000 . _x_20 +. (-1400061773/1250000000) . _x_27 +. (-889978969/400000000) . _x_34 +. (-787784679/2500000000) . _x_41 +. (-19189866047/10000000000) . _x_48 +. 5337652199/2000000000 . _x_55 in not (((((((0 <=. _x_0 && _x_0 <=. 500) && 0 <=. _x_1) && _x_1 <=. 40) && 0 <=. _x_2) && _x_2 <=. 100) && 0 <=. _x_3) && _x_3 <=. 15) \|\| (if _x_56 <=. (-341987779/312500000) then 28114831522503/7812500000000 +. 67395431164941/31250000000000 . _x_20 +. (-60142453582761/31250000000000) . _x_27 +. (-38230826571333/10000000000000) . _x_34 +. (-33840866455803/62500000000000) . _x_41 +. (-824339075780979/250000000000000) . _x_48 +. 229289525512443/50000000000000 . _x_55 else if _x_56 <=. (-29487779/312500000) then 213430965464483/31250000000000 +. 732799213218501/125000000000000 . _x_20 +. (-653936652747521/125000000000000) . _x_27 +. (-415688706903613/40000000000000) . _x_34 +. (-367956104513283/250000000000000) . _x_41 +. (-8963145063634619/1000000000000000) . _x_48 +. 2493094576152323/200000000000000 . _x_55 else if _x_56 <=. 283012221/312500000 then 1852306369389/244140625000 +. 124497279820089/7812500000000 . _x_20 +. (-111099101872869/7812500000000) . _x_27 +. (-70622501127057/2500000000000) . _x_34 +. (-62513077632687/15625000000000) . _x_41 +. (-1522773440427591/62500000000000) . _x_48 +. 423558714947247/12500000000000 . _x_55 else if _x_56 <=. 595512221/312500000 then … else …) >=. 0
expansions:	[]
rewrite_steps:
forward_chaining:

Unsat

digraph "proof" {
p_1041 [label="Start (let (_x_0 : real) = ( :var_0: ).dmc in\l       let (_x_1 : real) = ( :var_0: ).temp in\l       let (_x_2 : real) = ( :var_0: ).rh in\l       let (_x_3 : real) = ( :var_0: ).rain in\l       let (_x_4 : real)\l           = 5031/25000 *. … +. (-7861/50000) *. …\l             +. (-19063/100000) *. … +. (-27281/50000) *. …\l             +. 137/4000 *. … +. 6263/12500 *. … +. (-173/6250)\l       in\l       let (_x_5 : real)\l           = 29103/100000 *. … +. 159/5000 *. … +. (-1021/6250) *. …\l             +. 17919/100000 *. … +. 32971/100000 *. …\l             +. (-21603/50000) *. … +. (-131/5000)\l       in\l       let (_x_6 : real)\l           = 66419/100000 *. … +. 25399/100000 *. … +. 449/100000 *. …\l             +. 3841/100000 *. … +. (-25741/50000) *. …\l             +. 58299/100000 *. … +. 5929/50000\l       in\l       let (_x_7 : real)\l           = 23799/50000 *. … +. (-18071/50000) *. …\l             +. 38981/100000 *. … +. 1727/6250 *. …\l             +. (-61231/100000) *. … +. (-1831/50000) *. …\l             +. (-289/10000)\l       in\l       let (_x_8 : real)\l           = 10277/100000 *. … +. (-28841/100000) *. …\l             +. 4637/100000 *. … +. 3601/12500 *. … +. 5957/100000 *. …\l             +. (-22041/100000) *. … +. 1827/10000\l       in\l       let (_x_9 : real)\l           = 13901/25000 *. … +. (-803/20000) *. … +. 10557/100000 *. …\l             +. 60757/100000 *. … +. (-16157/50000) *. …\l             +. 47933/100000 *. … +. (-6219/25000)\l       in\l       let (_x_10 : real)\l           = 444323/100000\l             *. (3531/12500 *. (if _x_4 \>. 0 then _x_4 else 0)\l                 +. (-3151/12500) *. (if _x_5 \>. 0 then _x_5 else 0)\l                 +. (-2003/4000) *. (if _x_6 \>. 0 then _x_6 else 0)\l                 +. (-1773/25000) *. (if _x_7 \>. 0 then _x_7 else 0)\l                 +. (-43189/100000) *. (if _x_8 \>. 0 then _x_8 else 0)\l                 +. 12013/20000 *. (if _x_9 \>. 0 then _x_9 else 0)\l                 +. 1473/3125)\l       in\l       0 \<=. _x_0\l       && _x_0 \<=. 500\l          && 0 \<=. _x_1\l             && _x_1 \<=. 40\l                && 0 \<=. _x_2 && _x_2 \<=. 100 && 0 \<=. _x_3 && _x_3 \<=. 15\l       ==\> (if _x_10 \<=. 1 then _x_10 -. 0 *. 42957/25000\l            else\l            if _x_10 \<=. 2 then _x_10 -. 15803/25000 *. 467077/100000\l            else\l            if _x_10 \<=. 3 then _x_10 -. 149679/100000 *. 79353/6250\l            else if _x_10 \<=. 4 then … else …)\l           \>=. 0\l       :time 0.519s)",shape=box,style=filled,fontname="courier",fontsize=14];
p_1041 -> p_1040 [label=""];
p_1040 [label="Simplify (let (_x_0 : real) = ( :var_0: ).dmc in\l          let (_x_1 : real) = ( :var_0: ).temp in\l          let (_x_2 : real) = ( :var_0: ).rh in\l          let (_x_3 : real) = ( :var_0: ).rain in\l          let (_x_4 : month) = ( :var_0: ).month in\l          let (_x_5 : bool) = _x_4 = Apr in\l          let (_x_6 : bool) = _x_4 = Mar in\l          let (_x_7 : bool) = _x_4 = Feb in\l          let (_x_8 : bool) = _x_4 = Jan in\l          let (_x_9 : real)\l              = 5031/50000\l                *. (if _x_8 then 67/500\l                    else\l                    if _x_7 then 1/2\l                    else if _x_6 then 1 else if _x_5 then 3/2 else …)\l          in\l          let (_x_10 : day) = ( :var_0: ).day in\l          let (_x_11 : bool) = _x_10 = Fri in\l          let (_x_12 : bool) = _x_10 = Wed \|\| _x_10 = Thu in\l          let (_x_13 : bool) = _x_10 = Tue in\l          let (_x_14 : bool) = _x_10 = Mon in\l          let (_x_15 : real)\l              = (-7861/95050)\l                *. (if _x_14 then 377/1000\l                    else\l                    if _x_13 then 1223/1000\l                    else\l                    if _x_12 then 1901/1000\l                    else if _x_11 then 1223/1000 else …)\l          in\l          let (_x_16 : real) = (-19063/29020000) *. _x_0 in\l          let (_x_17 : real) = (-27281/1555000) *. _x_1 in\l          let (_x_18 : real) = 137/340000 *. _x_2 in\l          let (_x_19 : real) = 6263/80000 *. _x_3 in\l          let (_x_20 : real)\l              = if (_x_9 +. _x_15 +. _x_16 +. _x_17 +. _x_18 +. _x_19) \<=.\l                   (-1716983137/306857480000)\l                then 0\l                else\l                  1716983137/306857480000 +. _x_9 +. _x_15 +. _x_16 +. _x_17\l                  +. _x_18 +. _x_19\l          in\l          let (_x_21 : real)\l              = 29103/200000\l                *. (if _x_8 then 67/500\l                    else\l                    if _x_7 then 1/2\l                    else if _x_6 then 1 else if _x_5 then 3/2 else …)\l          in\l          let (_x_22 : real)\l              = 159/9505\l                *. (if _x_14 then 377/1000\l                    else\l                    if _x_13 then 1223/1000\l                    else\l                    if _x_12 then 1901/1000\l                    else if _x_11 then 1223/1000 else …)\l          in\l          let (_x_23 : real) = (-1021/1813750) *. _x_0 in\l          let (_x_24 : real) = 17919/3110000 *. _x_1 in\l          let (_x_25 : real) = 32971/8500000 *. _x_2 in\l          let (_x_26 : real) = (-21603/320000) *. _x_3 in\l          let (_x_27 : real)\l              = if (_x_21 +. _x_22 +. _x_23 +. _x_24 +. _x_25 +. _x_26) \<=.\l                   73983893263/767143700000\l                then 0\l                else\l                  (-73983893263/767143700000) +. _x_21 +. _x_22 +. _x_23\l                  +. _x_24 +. _x_25 +. _x_26\l          in\l          let (_x_28 : real)\l              = 66419/200000\l                *. (if _x_8 then 67/500\l                    else\l                    if _x_7 then 1/2\l                    else if _x_6 then 1 else if _x_5 then 3/2 else …)\l          in\l          let (_x_29 : real)\l              = 25399/190100\l                *. (if _x_14 then 377/1000\l                    else\l                    if _x_13 then 1223/1000\l                    else\l                    if _x_12 then 1901/1000\l                    else if _x_11 then 1223/1000 else …)\l          in\l          let (_x_30 : real) = 449/29020000 *. _x_0 in\l          let (_x_31 : real) = 3841/3110000 *. _x_1 in\l          let (_x_32 : real) = (-25741/4250000) *. _x_2 in\l          let (_x_33 : real) = 58299/640000 *. _x_3 in\l          let (_x_34 : real)\l              = if (_x_28 +. _x_29 +. _x_30 +. _x_31 +. _x_32 +. _x_33) \<=.\l                   (-317131778543/1534287400000)\l                then 0\l                else\l                  317131778543/1534287400000 +. _x_28 +. _x_29 +. _x_30\l                  +. _x_31 +. _x_32 +. _x_33\l          in\l          let (_x_35 : real)\l              = 23799/100000\l                *. (if _x_8 then 67/500\l                    else\l                    if _x_7 then 1/2\l                    else if _x_6 then 1 else if _x_5 then 3/2 else …)\l          in\l          let (_x_36 : real)\l              = (-18071/95050)\l                *. (if _x_14 then 377/1000\l                    else\l                    if _x_13 then 1223/1000\l                    else\l                    if _x_12 then 1901/1000\l                    else if _x_11 then 1223/1000 else …)\l          in\l          let (_x_37 : real) = 38981/29020000 *. _x_0 in\l          let (_x_38 : real) = 1727/194375 *. _x_1 in\l          let (_x_39 : real) = (-61231/8500000) *. _x_2 in\l          let (_x_40 : real) = (-1831/320000) *. _x_3 in\l          let (_x_41 : real)\l              = if (_x_35 +. _x_36 +. _x_37 +. _x_38 +. _x_39 +. _x_40) \<=.\l                   (-89188713933/1534287400000)\l                then 0\l                else\l                  89188713933/1534287400000 +. _x_35 +. _x_36 +. _x_37\l                  +. _x_38 +. _x_39 +. _x_40\l          in\l          let (_x_42 : real)\l              = 10277/200000\l                *. (if _x_8 then 67/500\l                    else\l                    if _x_7 then 1/2\l                    else if _x_6 then 1 else if _x_5 then 3/2 else …)\l          in\l          let (_x_43 : real)\l              = (-28841/190100)\l                *. (if _x_14 then 377/1000\l                    else\l                    if _x_13 then 1223/1000\l                    else\l                    if _x_12 then 1901/1000\l                    else if _x_11 then 1223/1000 else …)\l          in\l          let (_x_44 : real) = 4637/29020000 *. _x_0 in\l          let (_x_45 : real) = 3601/388750 *. _x_1 in\l          let (_x_46 : real) = 5957/8500000 *. _x_2 in\l          let (_x_47 : real) = (-22041/640000) *. _x_3 in\l          let (_x_48 : real)\l              = if (_x_42 +. _x_43 +. _x_44 +. _x_45 +. _x_46 +. _x_47) \<=.\l                   (-372238333/2454859840)\l                then 0\l                else\l                  372238333/2454859840 +. _x_42 +. _x_43 +. _x_44 +. _x_45\l                  +. _x_46 +. _x_47\l          in\l          let (_x_49 : real)\l              = 13901/50000\l                *. (if _x_8 then 67/500\l                    else\l                    if _x_7 then 1/2\l                    else if _x_6 then 1 else if _x_5 then 3/2 else …)\l          in\l          let (_x_50 : real)\l              = (-803/38020)\l                *. (if _x_14 then 377/1000\l                    else\l                    if _x_13 then 1223/1000\l                    else\l                    if _x_12 then 1901/1000\l                    else if _x_11 then 1223/1000 else …)\l          in\l          let (_x_51 : real) = 10557/29020000 *. _x_0 in\l          let (_x_52 : real) = 60757/3110000 *. _x_1 in\l          let (_x_53 : real) = (-16157/4250000) *. _x_2 in\l          let (_x_54 : real) = 47933/640000 *. _x_3 in\l          let (_x_55 : real)\l              = if (_x_49 +. _x_50 +. _x_51 +. _x_52 +. _x_53 +. _x_54) \<=.\l                   72146699557/306857480000\l                then 0\l                else\l                  (-72146699557/306857480000) +. _x_49 +. _x_50 +. _x_51\l                  +. _x_52 +. _x_53 +. _x_54\l          in\l          let (_x_56 : real)\l              = 1568904513/1250000000 *. _x_20\l                +. (-1400061773/1250000000) *. _x_27\l                +. (-889978969/400000000) *. _x_34\l                +. (-787784679/2500000000) *. _x_41\l                +. (-19189866047/10000000000) *. _x_48\l                +. 5337652199/2000000000 *. _x_55\l          in\l          not\l          (((((((0 \<=. _x_0 && _x_0 \<=. 500) && 0 \<=. _x_1) && _x_1 \<=. 40)\l              && 0 \<=. _x_2)\l             && _x_2 \<=. 100)\l            && 0 \<=. _x_3)\l           && _x_3 \<=. 15)\l          \|\| (if _x_56 \<=. (-341987779/312500000)\l              then\l                28114831522503/7812500000000\l                +. 67395431164941/31250000000000 *. _x_20\l                +. (-60142453582761/31250000000000) *. _x_27\l                +. (-38230826571333/10000000000000) *. _x_34\l                +. (-33840866455803/62500000000000) *. _x_41\l                +. (-824339075780979/250000000000000) *. _x_48\l                +. 229289525512443/50000000000000 *. _x_55\l              else\l              if _x_56 \<=. (-29487779/312500000)\l              then\l                213430965464483/31250000000000\l                +. 732799213218501/125000000000000 *. _x_20\l                +. (-653936652747521/125000000000000) *. _x_27\l                +. (-415688706903613/40000000000000) *. _x_34\l                +. (-367956104513283/250000000000000) *. _x_41\l                +. (-8963145063634619/1000000000000000) *. _x_48\l                +. 2493094576152323/200000000000000 *. _x_55\l              else\l              if _x_56 \<=. 283012221/312500000\l              then\l                1852306369389/244140625000\l                +. 124497279820089/7812500000000 *. _x_20\l                +. (-111099101872869/7812500000000) *. _x_27\l                +. (-70622501127057/2500000000000) *. _x_34\l                +. (-62513077632687/15625000000000) *. _x_41\l                +. (-1522773440427591/62500000000000) *. _x_48\l                +. 423558714947247/12500000000000 *. _x_55\l              else if _x_56 \<=. 595512221/312500000 then … else …)\l             \>=. 0\l          :expansions [] :rw [] :fc [])",shape=box,style=filled,fontname="courier",fontsize=14];
p_1040 -> p_1039 [label=""];
p_1039 [label="Unsat",shape=box,style=filled,fontname="courier",fontsize=14];
}

digraph "call graph" {
goal [label="let (_x_0 : real) = x.dmc in\llet (_x_1 : real) = x.temp in\llet (_x_2 : real) = x.rh in\llet (_x_3 : real) = x.rain in\llet (_x_4 : month) = x.month in\llet (_x_5 : bool) = _x_4 = Apr in\llet (_x_6 : bool) = _x_4 = Mar in\llet (_x_7 : bool) = _x_4 = Feb in\llet (_x_8 : bool) = _x_4 = Jan in\llet (_x_9 : real)\l    = 5031/50000\l      *. (if _x_8 then 67/500\l          else\l          if _x_7 then 1/2 else if _x_6 then 1 else if _x_5 then 3/2 else …)\lin\llet (_x_10 : day) = x.day in\llet (_x_11 : bool) = _x_10 = Fri in\llet (_x_12 : bool) = _x_10 = Wed \|\| _x_10 = Thu in\llet (_x_13 : bool) = _x_10 = Tue in\llet (_x_14 : bool) = _x_10 = Mon in\llet (_x_15 : real)\l    = (-7861/95050)\l      *. (if _x_14 then 377/1000\l          else\l          if _x_13 then 1223/1000\l          else if _x_12 then 1901/1000 else if _x_11 then 1223/1000 else …)\lin\llet (_x_16 : real) = (-19063/29020000) *. _x_0 in\llet (_x_17 : real) = (-27281/1555000) *. _x_1 in\llet (_x_18 : real) = 137/340000 *. _x_2 in\llet (_x_19 : real) = 6263/80000 *. _x_3 in\llet (_x_20 : real)\l    = if (_x_9 +. _x_15 +. _x_16 +. _x_17 +. _x_18 +. _x_19) \<=.\l         (-1716983137/306857480000)\l      then 0\l      else\l        1716983137/306857480000 +. _x_9 +. _x_15 +. _x_16 +. _x_17 +. _x_18\l        +. _x_19\lin\llet (_x_21 : real)\l    = 29103/200000\l      *. (if _x_8 then 67/500\l          else\l          if _x_7 then 1/2 else if _x_6 then 1 else if _x_5 then 3/2 else …)\lin\llet (_x_22 : real)\l    = 159/9505\l      *. (if _x_14 then 377/1000\l          else\l          if _x_13 then 1223/1000\l          else if _x_12 then 1901/1000 else if _x_11 then 1223/1000 else …)\lin\llet (_x_23 : real) = (-1021/1813750) *. _x_0 in\llet (_x_24 : real) = 17919/3110000 *. _x_1 in\llet (_x_25 : real) = 32971/8500000 *. _x_2 in\llet (_x_26 : real) = (-21603/320000) *. _x_3 in\llet (_x_27 : real)\l    = if (_x_21 +. _x_22 +. _x_23 +. _x_24 +. _x_25 +. _x_26) \<=.\l         73983893263/767143700000\l      then 0\l      else\l        (-73983893263/767143700000) +. _x_21 +. _x_22 +. _x_23 +. _x_24\l        +. _x_25 +. _x_26\lin\llet (_x_28 : real)\l    = 66419/200000\l      *. (if _x_8 then 67/500\l          else\l          if _x_7 then 1/2 else if _x_6 then 1 else if _x_5 then 3/2 else …)\lin\llet (_x_29 : real)\l    = 25399/190100\l      *. (if _x_14 then 377/1000\l          else\l          if _x_13 then 1223/1000\l          else if _x_12 then 1901/1000 else if _x_11 then 1223/1000 else …)\lin\llet (_x_30 : real) = 449/29020000 *. _x_0 in\llet (_x_31 : real) = 3841/3110000 *. _x_1 in\llet (_x_32 : real) = (-25741/4250000) *. _x_2 in\llet (_x_33 : real) = 58299/640000 *. _x_3 in\llet (_x_34 : real)\l    = if (_x_28 +. _x_29 +. _x_30 +. _x_31 +. _x_32 +. _x_33) \<=.\l         (-317131778543/1534287400000)\l      then 0\l      else\l        317131778543/1534287400000 +. _x_28 +. _x_29 +. _x_30 +. _x_31\l        +. _x_32 +. _x_33\lin\llet (_x_35 : real)\l    = 23799/100000\l      *. (if _x_8 then 67/500\l          else\l          if _x_7 then 1/2 else if _x_6 then 1 else if _x_5 then 3/2 else …)\lin\llet (_x_36 : real)\l    = (-18071/95050)\l      *. (if _x_14 then 377/1000\l          else\l          if _x_13 then 1223/1000\l          else if _x_12 then 1901/1000 else if _x_11 then 1223/1000 else …)\lin\llet (_x_37 : real) = 38981/29020000 *. _x_0 in\llet (_x_38 : real) = 1727/194375 *. _x_1 in\llet (_x_39 : real) = (-61231/8500000) *. _x_2 in\llet (_x_40 : real) = (-1831/320000) *. _x_3 in\llet (_x_41 : real)\l    = if (_x_35 +. _x_36 +. _x_37 +. _x_38 +. _x_39 +. _x_40) \<=.\l         (-89188713933/1534287400000)\l      then 0\l      else\l        89188713933/1534287400000 +. _x_35 +. _x_36 +. _x_37 +. _x_38\l        +. _x_39 +. _x_40\lin\llet (_x_42 : real)\l    = 10277/200000\l      *. (if _x_8 then 67/500\l          else\l          if _x_7 then 1/2 else if _x_6 then 1 else if _x_5 then 3/2 else …)\lin\llet (_x_43 : real)\l    = (-28841/190100)\l      *. (if _x_14 then 377/1000\l          else\l          if _x_13 then 1223/1000\l          else if _x_12 then 1901/1000 else if _x_11 then 1223/1000 else …)\lin\llet (_x_44 : real) = 4637/29020000 *. _x_0 in\llet (_x_45 : real) = 3601/388750 *. _x_1 in\llet (_x_46 : real) = 5957/8500000 *. _x_2 in\llet (_x_47 : real) = (-22041/640000) *. _x_3 in\llet (_x_48 : real)\l    = if (_x_42 +. _x_43 +. _x_44 +. _x_45 +. _x_46 +. _x_47) \<=.\l         (-372238333/2454859840)\l      then 0\l      else\l        372238333/2454859840 +. _x_42 +. _x_43 +. _x_44 +. _x_45 +. _x_46\l        +. _x_47\lin\llet (_x_49 : real)\l    = 13901/50000\l      *. (if _x_8 then 67/500\l          else\l          if _x_7 then 1/2 else if _x_6 then 1 else if _x_5 then 3/2 else …)\lin\llet (_x_50 : real)\l    = (-803/38020)\l      *. (if _x_14 then 377/1000\l          else\l          if _x_13 then 1223/1000\l          else if _x_12 then 1901/1000 else if _x_11 then 1223/1000 else …)\lin\llet (_x_51 : real) = 10557/29020000 *. _x_0 in\llet (_x_52 : real) = 60757/3110000 *. _x_1 in\llet (_x_53 : real) = (-16157/4250000) *. _x_2 in\llet (_x_54 : real) = 47933/640000 *. _x_3 in\llet (_x_55 : real)\l    = if (_x_49 +. _x_50 +. _x_51 +. _x_52 +. _x_53 +. _x_54) \<=.\l         72146699557/306857480000\l      then 0\l      else\l        (-72146699557/306857480000) +. _x_49 +. _x_50 +. _x_51 +. _x_52\l        +. _x_53 +. _x_54\lin\llet (_x_56 : real)\l    = 1568904513/1250000000 *. _x_20 +. (-1400061773/1250000000) *. _x_27\l      +. (-889978969/400000000) *. _x_34 +. (-787784679/2500000000) *. _x_41\l      +. (-19189866047/10000000000) *. _x_48\l      +. 5337652199/2000000000 *. _x_55\lin\lnot\l(not\l (((((((0 \<=. _x_0 && _x_0 \<=. 500) && 0 \<=. _x_1) && _x_1 \<=. 40)\l     && 0 \<=. _x_2)\l    && _x_2 \<=. 100)\l   && 0 \<=. _x_3)\l  && _x_3 \<=. 15)\l \|\| (if _x_56 \<=. (-341987779/312500000)\l     then\l       28114831522503/7812500000000 +. 67395431164941/31250000000000 *. _x_20\l       +. (-60142453582761/31250000000000) *. _x_27\l       +. (-38230826571333/10000000000000) *. _x_34\l       +. (-33840866455803/62500000000000) *. _x_41\l       +. (-824339075780979/250000000000000) *. _x_48\l       +. 229289525512443/50000000000000 *. _x_55\l     else\l     if _x_56 \<=. (-29487779/312500000)\l     then\l       213430965464483/31250000000000\l       +. 732799213218501/125000000000000 *. _x_20\l       +. (-653936652747521/125000000000000) *. _x_27\l       +. (-415688706903613/40000000000000) *. _x_34\l       +. (-367956104513283/250000000000000) *. _x_41\l       +. (-8963145063634619/1000000000000000) *. _x_48\l       +. 2493094576152323/200000000000000 *. _x_55\l     else\l     if _x_56 \<=. 283012221/312500000\l     then\l       1852306369389/244140625000 +. 124497279820089/7812500000000 *. _x_20\l       +. (-111099101872869/7812500000000) *. _x_27\l       +. (-70622501127057/2500000000000) *. _x_34\l       +. (-62513077632687/15625000000000) *. _x_41\l       +. (-1522773440427591/62500000000000) *. _x_48\l       +. 423558714947247/12500000000000 *. _x_55\l     else if _x_56 \<=. 595512221/312500000 then … else …)\l    \>=. 0)",shape=box,style=filled,color="cyan",fontname="courier",fontsize=14];
}

Finally, we'll try something slightly more ambitious and test a hypothesis. All other things remaining equal, we would expect that the higher the temperature, the larger the area of forest that would be burned. Due to the imperfections in our model (because of limited data, stochasticity in training, the complicated patterns present in natural physical phenomena, and so on) this assertion is in fact easily falsifiable by Imandra.

Try this!

In [23]:

verify (fun a b ->
        is_valid_nn a &&
        is_valid_nn b &&
        a.month = b.month &&
        a.day = b.day &&
        a.dmc = b.dmc &&
        a.rh = b.rh &&
        a.rain = b.rain &&
        a.temp >=. b.temp ==>
        nn_model a >=. nn_model b)

Out[23]:

- : nn_input -> nn_input -> bool = <fun>
module CX : sig val a : nn_input val b : nn_input end

Counterexample (after 0 steps, 0.320s):
let a : nn_input =
  {month = Jan; day = Mon;
   dmc =
   34488475412018474816057668883573284491387/146216076865308736859130548754459740000;
   temp =
   4827542871826564962026946476498199623/940296314246358436393122500028680000;
   rh =
   547376196190813475303118647582374101013/5848643074612349474365221950178389600;
   rain =
   12805584777365360965151270072358778762/4569252402040898026847829648576866875}
let b : nn_input =
  {month = Jan; day = Mon;
   dmc =
   34488475412018474816057668883573284491387/146216076865308736859130548754459740000;
   temp = 0;
   rh =
   547376196190813475303118647582374101013/5848643074612349474365221950178389600;
   rain =
   12805584777365360965151270072358778762/4569252402040898026847829648576866875}

Refuted

call graph
proof

digraph "call graph" {
goal [label="let (_x_0 : real) = a.dmc in\llet (_x_1 : real) = a.temp in\llet (_x_2 : real) = a.rh in\llet (_x_3 : real) = a.rain in\llet (_x_4 : real) = b.dmc in\llet (_x_5 : real) = b.temp in\llet (_x_6 : real) = b.rh in\llet (_x_7 : real) = b.rain in\llet (_x_8 : month) = a.month in\llet (_x_9 : month) = b.month in\llet (_x_10 : day) = a.day in\llet (_x_11 : day) = b.day in\llet (_x_12 : bool) = _x_8 = Apr in\llet (_x_13 : bool) = _x_8 = Mar in\llet (_x_14 : bool) = _x_8 = Feb in\llet (_x_15 : bool) = _x_8 = Jan in\llet (_x_16 : real)\l    = 5031/50000\l      *. (if _x_15 then 67/500\l          else\l          if _x_14 then 1/2\l          else if _x_13 then 1 else if _x_12 then 3/2 else …)\lin\llet (_x_17 : bool) = _x_10 = Fri in\llet (_x_18 : bool) = _x_10 = Wed \|\| _x_10 = Thu in\llet (_x_19 : bool) = _x_10 = Tue in\llet (_x_20 : bool) = _x_10 = Mon in\llet (_x_21 : real)\l    = (-7861/95050)\l      *. (if _x_20 then 377/1000\l          else\l          if _x_19 then 1223/1000\l          else if _x_18 then 1901/1000 else if _x_17 then 1223/1000 else …)\lin\llet (_x_22 : real) = (-19063/29020000) *. _x_0 in\llet (_x_23 : real) = (-27281/1555000) *. _x_1 in\llet (_x_24 : real) = 137/340000 *. _x_2 in\llet (_x_25 : real) = 6263/80000 *. _x_3 in\llet (_x_26 : real)\l    = 29103/200000\l      *. (if _x_15 then 67/500\l          else\l          if _x_14 then 1/2\l          else if _x_13 then 1 else if _x_12 then 3/2 else …)\lin\llet (_x_27 : real)\l    = 159/9505\l      *. (if _x_20 then 377/1000\l          else\l          if _x_19 then 1223/1000\l          else if _x_18 then 1901/1000 else if _x_17 then 1223/1000 else …)\lin\llet (_x_28 : real) = (-1021/1813750) *. _x_0 in\llet (_x_29 : real) = 17919/3110000 *. _x_1 in\llet (_x_30 : real) = 32971/8500000 *. _x_2 in\llet (_x_31 : real) = (-21603/320000) *. _x_3 in\llet (_x_32 : real)\l    = 66419/200000\l      *. (if _x_15 then 67/500\l          else\l          if _x_14 then 1/2\l          else if _x_13 then 1 else if _x_12 then 3/2 else …)\lin\llet (_x_33 : real)\l    = 25399/190100\l      *. (if _x_20 then 377/1000\l          else\l          if _x_19 then 1223/1000\l          else if _x_18 then 1901/1000 else if _x_17 then 1223/1000 else …)\lin\llet (_x_34 : real) = 449/29020000 *. _x_0 in\llet (_x_35 : real) = 3841/3110000 *. _x_1 in\llet (_x_36 : real) = (-25741/4250000) *. _x_2 in\llet (_x_37 : real) = 58299/640000 *. _x_3 in\llet (_x_38 : real)\l    = 23799/100000\l      *. (if _x_15 then 67/500\l          else\l          if _x_14 then 1/2\l          else if _x_13 then 1 else if _x_12 then 3/2 else …)\lin\llet (_x_39 : real)\l    = (-18071/95050)\l      *. (if _x_20 then 377/1000\l          else\l          if _x_19 then 1223/1000\l          else if _x_18 then 1901/1000 else if _x_17 then 1223/1000 else …)\lin\llet (_x_40 : real) = 38981/29020000 *. _x_0 in\llet (_x_41 : real) = 1727/194375 *. _x_1 in\llet (_x_42 : real) = (-61231/8500000) *. _x_2 in\llet (_x_43 : real) = (-1831/320000) *. _x_3 in\llet (_x_44 : month) = ….month in\llet (_x_45 : bool) = _x_44 = Mar in\llet (_x_46 : bool) = _x_44 = Feb in\llet (_x_47 : bool) = _x_44 = Jan in\llet (_x_48 : day) = ….day in\llet (_x_49 : bool) = _x_48 = Fri in\llet (_x_50 : real)\l    = (-28841/190100)\l      *. (if _x_20 then 377/1000\l          else\l          if _x_19 then 1223/1000\l          else if _x_18 then 1901/1000 else if _x_49 then 1223/1000 else …)\lin\llet (_x_51 : real) = ….dmc in\llet (_x_52 : real) = 4637/29020000 *. _x_51 in\llet (_x_53 : real) = ….temp in\llet (_x_54 : real) = 3601/388750 *. _x_53 in\llet (_x_55 : real) = ….rh in\llet (_x_56 : real) = 5957/8500000 *. _x_55 in\llet (_x_57 : real) = ….rain in\llet (_x_58 : real) = (-22041/640000) *. _x_57 in\llet (_x_59 : real)\l    = if (10277/200000\l          *. (if _x_15 then 67/500\l              else\l              if _x_14 then 1/2\l              else if _x_13 then 1 else if _x_12 then 3/2 else …)\l          +. _x_50 +. _x_52 +. _x_54 +. _x_56 +. _x_58)\l         \<=. (-372238333/2454859840)\l      then 0\l      else\l        372238333/2454859840\l        +. 10277/200000\l           *. (if _x_47 then 67/500\l               else if _x_46 then 1/2 else if _x_45 then 1 else …)\l        +. _x_50 +. _x_52 +. _x_54 +. _x_56 +. _x_58\lin\llet (_x_60 : real)\l    = 13901/50000\l      *. (if _x_47 then 67/500\l          else\l          if _x_46 then 1/2\l          else if _x_45 then 1 else if _x_44 = Apr then 3/2 else …)\lin\llet (_x_61 : bool) = _x_48 = Wed \|\| _x_48 = Thu in\llet (_x_62 : bool) = _x_48 = Tue in\llet (_x_63 : bool) = _x_48 = Mon in\llet (_x_64 : real)\l    = (-803/38020)\l      *. (if _x_63 then 377/1000\l          else\l          if _x_62 then 1223/1000\l          else if _x_61 then 1901/1000 else if _x_49 then 1223/1000 else …)\lin\llet (_x_65 : real) = 10557/29020000 *. _x_51 in\llet (_x_66 : real) = 60757/3110000 *. _x_53 in\llet (_x_67 : real) = (-16157/4250000) *. _x_55 in\llet (_x_68 : real) = 47933/640000 *. _x_57 in\llet (_x_69 : real)\l    = if (_x_60 +. _x_64 +. _x_65 +. _x_66 +. _x_67 +. _x_68) \<=.\l         72146699557/306857480000\l      then 0\l      else\l        (-72146699557/306857480000) +. _x_60 +. _x_64 +. _x_65 +. _x_66\l        +. _x_67 +. _x_68\lin\llet (_x_70 : real)\l    = 1568904513/1250000000\l      *. (if (_x_16 +. _x_21 +. _x_22 +. _x_23 +. _x_24 +. _x_25) \<=.\l             (-1716983137/306857480000)\l          then 0\l          else\l            (1716983137/306857480000 +. _x_16 +. _x_21 +. _x_22 +. _x_23\l             +. _x_24 +. _x_25))\l      +. (-1400061773/1250000000)\l         *. (if (_x_26 +. _x_27 +. _x_28 +. _x_29 +. _x_30 +. _x_31) \<=.\l                73983893263/767143700000\l             then 0\l             else\l               ((-73983893263/767143700000) +. _x_26 +. _x_27 +. _x_28\l                +. _x_29 +. _x_30 +. _x_31))\l      +. (-889978969/400000000)\l         *. (if (_x_32 +. _x_33 +. _x_34 +. _x_35 +. _x_36 +. _x_37) \<=.\l                (-317131778543/1534287400000)\l             then 0\l             else\l               (317131778543/1534287400000 +. _x_32 +. _x_33 +. _x_34\l                +. _x_35 +. _x_36 +. _x_37))\l      +. (-787784679/2500000000)\l         *. (if (_x_38 +. _x_39 +. _x_40 +. _x_41 +. _x_42 +. _x_43) \<=.\l                (-89188713933/1534287400000)\l             then 0\l             else\l               (89188713933/1534287400000 +. _x_38 +. _x_39 +. _x_40 +. _x_41\l                +. _x_42 +. _x_43))\l      +. (-19189866047/10000000000) *. _x_59\l      +. 5337652199/2000000000 *. _x_69\lin\llet (_x_71 : real)\l    = 5031/50000\l      *. (if _x_47 then 67/500\l          else if _x_46 then 1/2 else if _x_45 then 1 else …)\lin\llet (_x_72 : real)\l    = (-7861/95050)\l      *. (if _x_63 then 377/1000\l          else if _x_62 then 1223/1000 else if _x_61 then 1901/1000 else …)\lin\llet (_x_73 : real) = (-19063/29020000) *. _x_51 in\llet (_x_74 : real) = (-27281/1555000) *. _x_53 in\llet (_x_75 : real) = 137/340000 *. _x_55 in\llet (_x_76 : real) = 6263/80000 *. _x_57 in\llet (_x_77 : real)\l    = if (_x_71 +. _x_72 +. _x_73 +. _x_74 +. _x_75 +. _x_76) \<=.\l         (-1716983137/306857480000)\l      then 0\l      else\l        1716983137/306857480000 +. _x_71 +. _x_72 +. _x_73 +. _x_74 +. _x_75\l        +. _x_76\lin\llet (_x_78 : real)\l    = 29103/200000\l      *. (if _x_47 then 67/500\l          else if _x_46 then 1/2 else if _x_45 then 1 else …)\lin\llet (_x_79 : real)\l    = 159/9505\l      *. (if _x_63 then 377/1000\l          else if _x_62 then 1223/1000 else if _x_61 then 1901/1000 else …)\lin\llet (_x_80 : real) = (-1021/1813750) *. _x_51 in\llet (_x_81 : real) = 17919/3110000 *. _x_53 in\llet (_x_82 : real) = 32971/8500000 *. _x_55 in\llet (_x_83 : real) = (-21603/320000) *. _x_57 in\llet (_x_84 : real)\l    = if (_x_78 +. _x_79 +. _x_80 +. _x_81 +. _x_82 +. _x_83) \<=.\l         73983893263/767143700000\l      then 0\l      else\l        (-73983893263/767143700000) +. _x_78 +. _x_79 +. _x_80 +. _x_81\l        +. _x_82 +. _x_83\lin\llet (_x_85 : real)\l    = 66419/200000\l      *. (if _x_47 then 67/500\l          else if _x_46 then 1/2 else if _x_45 then 1 else …)\lin\llet (_x_86 : real)\l    = 25399/190100\l      *. (if _x_63 then 377/1000\l          else if _x_62 then 1223/1000 else if _x_61 then 1901/1000 else …)\lin\llet (_x_87 : real) = 449/29020000 *. _x_51 in\llet (_x_88 : real) = 3841/3110000 *. _x_53 in\llet (_x_89 : real) = (-25741/4250000) *. _x_55 in\llet (_x_90 : real) = 58299/640000 *. _x_57 in\llet (_x_91 : real)\l    = if (_x_85 +. _x_86 +. _x_87 +. _x_88 +. _x_89 +. _x_90) \<=.\l         (-317131778543/1534287400000)\l      then 0\l      else\l        317131778543/1534287400000 +. _x_85 +. _x_86 +. _x_87 +. _x_88\l        +. _x_89 +. _x_90\lin\llet (_x_92 : real)\l    = 23799/100000\l      *. (if _x_47 then 67/500\l          else if _x_46 then 1/2 else if _x_45 then 1 else …)\lin\llet (_x_93 : real)\l    = (-18071/95050)\l      *. (if _x_63 then 377/1000\l          else if _x_62 then 1223/1000 else if _x_61 then 1901/1000 else …)\lin\llet (_x_94 : real) = 38981/29020000 *. _x_51 in\llet (_x_95 : real) = 1727/194375 *. _x_53 in\llet (_x_96 : real) = (-61231/8500000) *. _x_55 in\llet (_x_97 : real) = (-1831/320000) *. _x_57 in\llet (_x_98 : real)\l    = if (_x_92 +. _x_93 +. _x_94 +. _x_95 +. _x_96 +. _x_97) \<=.\l         (-89188713933/1534287400000)\l      then 0\l      else\l        89188713933/1534287400000 +. _x_92 +. _x_93 +. _x_94 +. _x_95\l        +. _x_96 +. _x_97\lin\llet (_x_99 : bool) = _x_9 = Apr in\llet (_x_100 : bool) = _x_9 = Mar in\llet (_x_101 : bool) = _x_9 = Feb in\llet (_x_102 : bool) = _x_9 = Jan in\llet (_x_103 : real)\l    = 5031/50000\l      *. (if _x_102 then 67/500\l          else\l          if _x_101 then 1/2\l          else if _x_100 then 1 else if _x_99 then 3/2 else …)\lin\llet (_x_104 : bool) = _x_11 = Fri in\llet (_x_105 : bool) = _x_11 = Wed \|\| _x_11 = Thu in\llet (_x_106 : bool) = _x_11 = Tue in\llet (_x_107 : bool) = _x_11 = Mon in\llet (_x_108 : real)\l    = (-7861/95050)\l      *. (if _x_107 then 377/1000\l          else\l          if _x_106 then 1223/1000\l          else\l          if _x_105 then 1901/1000 else if _x_104 then 1223/1000 else …)\lin\llet (_x_109 : real) = (-19063/29020000) *. _x_4 in\llet (_x_110 : real) = (-27281/1555000) *. _x_5 in\llet (_x_111 : real) = 137/340000 *. _x_6 in\llet (_x_112 : real) = 6263/80000 *. _x_7 in\llet (_x_113 : real)\l    = 29103/200000\l      *. (if _x_102 then 67/500\l          else\l          if _x_101 then 1/2\l          else if _x_100 then 1 else if _x_99 then 3/2 else …)\lin\llet (_x_114 : real)\l    = 159/9505\l      *. (if _x_107 then 377/1000\l          else\l          if _x_106 then 1223/1000\l          else\l          if _x_105 then 1901/1000 else if _x_104 then 1223/1000 else …)\lin\llet (_x_115 : real) = (-1021/1813750) *. _x_4 in\llet (_x_116 : real) = 17919/3110000 *. _x_5 in\llet (_x_117 : real) = 32971/8500000 *. _x_6 in\llet (_x_118 : real) = (-21603/320000) *. _x_7 in\llet (_x_119 : real)\l    = 66419/200000\l      *. (if _x_102 then 67/500\l          else\l          if _x_101 then 1/2\l          else if _x_100 then 1 else if _x_99 then 3/2 else …)\lin\llet (_x_120 : real)\l    = 25399/190100\l      *. (if _x_107 then 377/1000\l          else\l          if _x_106 then 1223/1000\l          else\l          if _x_105 then 1901/1000 else if _x_104 then 1223/1000 else …)\lin\llet (_x_121 : real) = 449/29020000 *. _x_4 in\llet (_x_122 : real) = 3841/3110000 *. _x_5 in\llet (_x_123 : real) = (-25741/4250000) *. _x_6 in\llet (_x_124 : real) = 58299/640000 *. _x_7 in\llet (_x_125 : real) = 38981/29020000 *. _x_4 in\llet (_x_126 : real) = 1727/194375 *. _x_5 in\llet (_x_127 : real) = (-61231/8500000) *. _x_6 in\llet (_x_128 : real) = (-1831/320000) *. _x_7 in\llet (_x_129 : real)\l    = if (23799/100000\l          *. (if _x_102 then 67/500\l              else\l              if _x_101 then 1/2\l              else if _x_100 then 1 else if _x_99 then 3/2 else …)\l          +. (-18071/95050)\l             *. (if _x_107 then 377/1000\l                 else\l                 if _x_106 then 1223/1000\l                 else\l                 if _x_105 then 1901/1000\l                 else if _x_104 then 1223/1000 else …)\l          +. _x_125 +. _x_126 +. _x_127 +. _x_128)\l         \<=. (-89188713933/1534287400000)\l      then 0\l      else\l        89188713933/1534287400000\l        +. 23799/100000\l           *. (if _x_102 then 67/500\l               else if _x_101 then 1/2 else if _x_100 then 1 else …)\l        +. (-18071/95050)\l           *. (if _x_107 then 377/1000\l               else\l               if _x_106 then 1223/1000\l               else if _x_105 then 1901/1000 else …)\l        +. _x_125 +. _x_126 +. _x_127 +. _x_128\lin\llet (_x_130 : real)\l    = 10277/200000\l      *. (if _x_102 then 67/500\l          else\l          if _x_101 then 1/2\l          else if _x_100 then 1 else if _x_99 then 3/2 else …)\lin\llet (_x_131 : real)\l    = (-28841/190100)\l      *. (if _x_107 then 377/1000\l          else\l          if _x_106 then 1223/1000\l          else\l          if _x_105 then 1901/1000 else if _x_104 then 1223/1000 else …)\lin\llet (_x_132 : real) = 4637/29020000 *. _x_4 in\llet (_x_133 : real) = 3601/388750 *. _x_5 in\llet (_x_134 : real) = 5957/8500000 *. _x_6 in\llet (_x_135 : real) = (-22041/640000) *. _x_7 in\llet (_x_136 : real)\l    = if (_x_130 +. _x_131 +. _x_132 +. _x_133 +. _x_134 +. _x_135) \<=.\l         (-372238333/2454859840)\l      then 0\l      else\l        372238333/2454859840 +. _x_130 +. _x_131 +. _x_132 +. _x_133\l        +. _x_134 +. _x_135\lin\llet (_x_137 : real)\l    = 13901/50000\l      *. (if _x_102 then 67/500\l          else\l          if _x_101 then 1/2\l          else if _x_100 then 1 else if _x_99 then 3/2 else …)\lin\llet (_x_138 : real)\l    = (-803/38020)\l      *. (if _x_107 then 377/1000\l          else\l          if _x_106 then 1223/1000\l          else\l          if _x_105 then 1901/1000 else if _x_104 then 1223/1000 else …)\lin\llet (_x_139 : real) = 10557/29020000 *. _x_4 in\llet (_x_140 : real) = 60757/3110000 *. _x_5 in\llet (_x_141 : real) = (-16157/4250000) *. _x_6 in\llet (_x_142 : real) = 47933/640000 *. _x_7 in\llet (_x_143 : real)\l    = if (_x_137 +. _x_138 +. _x_139 +. _x_140 +. _x_141 +. _x_142) \<=.\l         72146699557/306857480000\l      then 0\l      else\l        (-72146699557/306857480000) +. _x_137 +. _x_138 +. _x_139 +. _x_140\l        +. _x_141 +. _x_142\lin\llet (_x_144 : real)\l    = 1568904513/1250000000\l      *. (if (_x_103 +. _x_108 +. _x_109 +. _x_110 +. _x_111 +. _x_112) \<=.\l             (-1716983137/306857480000)\l          then 0\l          else\l            (1716983137/306857480000 +. _x_103 +. _x_108 +. _x_109 +. _x_110\l             +. _x_111 +. _x_112))\l      +. (-1400061773/1250000000)\l         *. (if (_x_113 +. _x_114 +. _x_115 +. _x_116 +. _x_117 +. _x_118)\l                \<=. 73983893263/767143700000\l             then 0\l             else\l               ((-73983893263/767143700000) +. _x_113 +. _x_114 +. _x_115\l                +. _x_116 +. _x_117 +. _x_118))\l      +. (-889978969/400000000)\l         *. (if (_x_119 +. _x_120 +. _x_121 +. _x_122 +. _x_123 +. _x_124)\l                \<=. (-317131778543/1534287400000)\l             then 0\l             else\l               (317131778543/1534287400000 +. _x_119 +. _x_120 +. _x_121\l                +. _x_122 +. _x_123 +. _x_124))\l      +. (-787784679/2500000000) *. _x_129\l      +. (-19189866047/10000000000) *. _x_136\l      +. 5337652199/2000000000 *. _x_143\lin\llet (_x_145 : real)\l    = 5031/50000\l      *. (if _x_102 then 67/500\l          else if _x_101 then 1/2 else if _x_100 then 1 else …)\lin\llet (_x_146 : real)\l    = (-7861/95050)\l      *. (if _x_107 then 377/1000\l          else\l          if _x_106 then 1223/1000 else if _x_105 then 1901/1000 else …)\lin\llet (_x_147 : real)\l    = if (_x_145 +. _x_146 +. _x_109 +. _x_110 +. _x_111 +. _x_112) \<=.\l         (-1716983137/306857480000)\l      then 0\l      else\l        1716983137/306857480000 +. _x_145 +. _x_146 +. _x_109 +. _x_110\l        +. _x_111 +. _x_112\lin\llet (_x_148 : real)\l    = 29103/200000\l      *. (if _x_102 then 67/500\l          else if _x_101 then 1/2 else if _x_100 then 1 else …)\lin\llet (_x_149 : real)\l    = 159/9505\l      *. (if _x_107 then 377/1000\l          else\l          if _x_106 then 1223/1000 else if _x_105 then 1901/1000 else …)\lin\llet (_x_150 : real)\l    = if (_x_148 +. _x_149 +. _x_115 +. _x_116 +. _x_117 +. _x_118) \<=.\l         73983893263/767143700000\l      then 0\l      else\l        (-73983893263/767143700000) +. _x_148 +. _x_149 +. _x_115 +. _x_116\l        +. _x_117 +. _x_118\lin\llet (_x_151 : real)\l    = 66419/200000\l      *. (if _x_102 then 67/500\l          else if _x_101 then 1/2 else if _x_100 then 1 else …)\lin\llet (_x_152 : real)\l    = 25399/190100\l      *. (if _x_107 then 377/1000\l          else\l          if _x_106 then 1223/1000 else if _x_105 then 1901/1000 else …)\lin\llet (_x_153 : real)\l    = if (_x_151 +. _x_152 +. _x_121 +. _x_122 +. _x_123 +. _x_124) \<=.\l         (-317131778543/1534287400000)\l      then 0\l      else\l        317131778543/1534287400000 +. _x_151 +. _x_152 +. _x_121 +. _x_122\l        +. _x_123 +. _x_124\lin\lnot\l(not\l (((((((((((((((((((((0 \<=. _x_0 && _x_0 \<=. 500) && 0 \<=. _x_1)\l                    && _x_1 \<=. 40)\l                   && 0 \<=. _x_2)\l                  && _x_2 \<=. 100)\l                 && 0 \<=. _x_3)\l                && _x_3 \<=. 15)\l               && 0 \<=. _x_4)\l              && _x_4 \<=. 500)\l             && 0 \<=. _x_5)\l            && _x_5 \<=. 40)\l           && 0 \<=. _x_6)\l          && _x_6 \<=. 100)\l         && 0 \<=. _x_7)\l        && _x_7 \<=. 15)\l       && _x_8 = _x_9)\l      && _x_10 = _x_11)\l     && _x_0 = _x_4)\l    && _x_2 = _x_6)\l   && _x_3 = _x_7)\l  && _x_1 \>=. _x_5)\l \|\| (if _x_70 \<=. (-341987779/312500000)\l     then\l       28114831522503/7812500000000 +. 67395431164941/31250000000000 *. _x_77\l       +. (-60142453582761/31250000000000) *. _x_84\l       +. (-38230826571333/10000000000000) *. _x_91\l       +. (-33840866455803/62500000000000) *. _x_98\l       +. (-824339075780979/250000000000000) *. _x_59\l       +. 229289525512443/50000000000000 *. _x_69\l     else\l     if _x_70 \<=. (-29487779/312500000)\l     then\l       213430965464483/31250000000000\l       +. 732799213218501/125000000000000 *. _x_77\l       +. (-653936652747521/125000000000000) *. _x_84\l       +. (-415688706903613/40000000000000) *. _x_91\l       +. (-367956104513283/250000000000000) *. _x_98\l       +. (-8963145063634619/1000000000000000) *. _x_59\l       +. 2493094576152323/200000000000000 *. _x_69\l     else\l     if _x_70 \<=. 283012221/312500000\l     then\l       1852306369389/244140625000 +. 124497279820089/7812500000000 *. _x_77\l       +. (-111099101872869/7812500000000) *. _x_84\l       +. (-70622501127057/2500000000000) *. _x_91\l       +. (-62513077632687/15625000000000) *. _x_98\l       +. (-1522773440427591/62500000000000) *. _x_59\l       +. 423558714947247/12500000000000 *. _x_69\l     else if _x_70 \<=. 595512221/312500000 then … else …)\l    \>=.\l    (if _x_144 \<=. (-341987779/312500000)\l     then\l       28114831522503/7812500000000\l       +. 67395431164941/31250000000000 *. _x_147\l       +. (-60142453582761/31250000000000) *. _x_150\l       +. (-38230826571333/10000000000000) *. _x_153\l       +. (-33840866455803/62500000000000) *. _x_129\l       +. (-824339075780979/250000000000000) *. _x_136\l       +. 229289525512443/50000000000000 *. _x_143\l     else\l     if _x_144 \<=. (-29487779/312500000)\l     then\l       213430965464483/31250000000000\l       +. 732799213218501/125000000000000 *. _x_147\l       +. (-653936652747521/125000000000000) *. _x_150\l       +. (-415688706903613/40000000000000) *. _x_153\l       +. (-367956104513283/250000000000000) *. _x_129\l       +. (-8963145063634619/1000000000000000) *. _x_136\l       +. 2493094576152323/200000000000000 *. _x_143\l     else\l     if _x_144 \<=. 283012221/312500000\l     then\l       1852306369389/244140625000 +. 124497279820089/7812500000000 *. _x_147\l       +. (-111099101872869/7812500000000) *. _x_150\l       +. (-70622501127057/2500000000000) *. _x_153\l       +. (-62513077632687/15625000000000) *. _x_129\l       +. (-1522773440427591/62500000000000) *. _x_136\l       +. 423558714947247/12500000000000 *. _x_143\l     else if _x_144 \<=. 595512221/312500000 then … else …))",shape=box,style=filled,color="cyan",fontname="courier",fontsize=14];
}

proof attempt

ground_instances:

definitions:

inductions:

search_time:

0.320s

details:

Expand

smt_stats:

arith offset eqs:	3
num checks:	1
arith assert lower:	100
arith tableau max rows:	48
arith tableau max columns:	197
arith pivots:	200
rlimit count:	792977
mk clause:	391
datatype occurs check:	17
mk bool var:	418
arith assert upper:	103
datatype splits:	8
decisions:	174
arith row summations:	4405
arith bound prop:	1
propagations:	420
conflicts:	27
arith fixed eqs:	16
datatype accessor ax:	19
minimized lits:	26
arith conflicts:	14
arith num rows:	48
arith assert diseq:	25
datatype constructor ax:	10
final checks:	1
added eqs:	264
del clause:	209
arith eq adapter:	104
time:	0.307000
memory:	10.150000
max memory:	11.410000
num allocs:	289923236272.000000

Expand

start[0.320s]
  let (_x_0 : real) = ( :var_0: ).dmc in
  let (_x_1 : real) = ( :var_0: ).temp in
  let (_x_2 : real) = ( :var_0: ).rh in
  let (_x_3 : real) = ( :var_0: ).rain in
  let (_x_4 : real) = ( :var_1: ).dmc in
  let (_x_5 : real) = ( :var_1: ).temp in
  let (_x_6 : real) = ( :var_1: ).rh in
  let (_x_7 : real) = ( :var_1: ).rain in
  let (_x_8 : real)
      = 5031/25000 *. … +. (-7861/50000) *. … +. (-19063/100000) *. …
        +. (-27281/50000) *. … +. 137/4000 *. … +. 6263/12500 *. …
        +. (-173/6250)
  in
  let (_x_9 : real)
      = 29103/100000 *. … +. 159/5000 *. … +. (-1021/6250) *. …
        +. 17919/100000 *. … +. 32971/100000 *. …
        +. (-21603/50000) *. … +. (-131/5000)
  in
  let (_x_10 : real)
      = 66419/100000 *. … +. 25399/100000 *. … +. 449/100000 *. …
        +. 3841/100000 *. … +. (-25741/50000) *. … +. 58299/100000 *. …
        +. 5929/50000
  in
  let (_x_11 : real)
      = 23799/50000 *. … +. (-18071/50000) *. … +. 38981/100000 *. …
        +. 1727/6250 *. … +. (-61231/100000) *. … +. (-1831/50000) *. …
        +. (-289/10000)
  in
  let (_x_12 : real)
      = 10277/100000 *. … +. (-28841/100000) *. … +. 4637/100000 *. …
        +. 3601/12500 *. … +. 5957/100000 *. … +. (-22041/100000) *. …
        +. 1827/10000
  in
  let (_x_13 : real)
      = 13901/25000 *. … +. (-803/20000) *. … +. 10557/100000 *. …
        +. 60757/100000 *. … +. (-16157/50000) *. …
        +. 47933/100000 *. … +. (-6219/25000)
  in
  let (_x_14 : real)
      = 444323/100000
        *. (3531/12500 *. (if _x_8 >. 0 then _x_8 else 0)
            +. (-3151/12500) *. (if _x_9 >. 0 then _x_9 else 0)
            +. (-2003/4000) *. (if _x_10 >. 0 then _x_10 else 0)
            +. (-1773/25000) *. (if _x_11 >. 0 then _x_11 else 0)
            +. (-43189/100000) *. (if _x_12 >. 0 then _x_12 else 0)
            +. 12013/20000 *. (if _x_13 >. 0 then _x_13 else 0) +. 1473/3125)
  in
  let (_x_15 : real)
      = 5031/25000 *. … +. (-7861/50000) *. … +. (-19063/100000) *. …
        +. (-27281/50000) *. … +. 137/4000 *. … +. 6263/12500 *. …
        +. (-173/6250)
  in
  let (_x_16 : real)
      = 29103/100000 *. … +. 159/5000 *. … +. (-1021/6250) *. …
        +. 17919/100000 *. … +. 32971/100000 *. …
        +. (-21603/50000) *. … +. (-131/5000)
  in
  let (_x_17 : real)
      = 66419/100000 *. … +. 25399/100000 *. … +. 449/100000 *. …
        +. 3841/100000 *. … +. (-25741/50000) *. … +. 58299/100000 *. …
        +. 5929/50000
  in
  let (_x_18 : real)
      = 23799/50000 *. … +. (-18071/50000) *. … +. 38981/100000 *. …
        +. 1727/6250 *. … +. (-61231/100000) *. … +. (-1831/50000) *. …
        +. (-289/10000)
  in
  let (_x_19 : real)
      = 10277/100000 *. … +. (-28841/100000) *. … +. 4637/100000 *. …
        +. 3601/12500 *. … +. 5957/100000 *. … +. (-22041/100000) *. …
        +. 1827/10000
  in
  let (_x_20 : real)
      = 13901/25000 *. … +. (-803/20000) *. … +. 10557/100000 *. …
        +. 60757/100000 *. … +. (-16157/50000) *. …
        +. 47933/100000 *. … +. (-6219/25000)
  in
  let (_x_21 : real)
      = 444323/100000
        *. (3531/12500 *. (if _x_15 >. 0 then _x_15 else 0)
            +. (-3151/12500) *. (if _x_16 >. 0 then _x_16 else 0)
            +. (-2003/4000) *. (if _x_17 >. 0 then _x_17 else 0)
            +. (-1773/25000) *. (if _x_18 >. 0 then _x_18 else 0)
            +. (-43189/100000) *. (if _x_19 >. 0 then _x_19 else 0)
            +. 12013/20000 *. (if _x_20 >. 0 then _x_20 else 0) +. 1473/3125)
  in
  (0 <=. _x_0
   && _x_0 <=. 500
      && 0 <=. _x_1
         && _x_1 <=. 40
            && 0 <=. _x_2 && _x_2 <=. 100 && 0 <=. _x_3 && _x_3 <=. 15)
  && (0 <=. _x_4
      && _x_4 <=. 500
         && 0 <=. _x_5
            && _x_5 <=. 40
               && 0 <=. _x_6 && _x_6 <=. 100 && 0 <=. _x_7 && _x_7 <=. 15)
     && ( :var_0: ).month = ( :var_1: ).month
        && ( :var_0: ).day = ( :var_1: ).day
           && _x_0 = _x_4 && _x_2 = _x_6 && _x_3 = _x_7 && _x_1 >=. _x_5
  ==> (if _x_14 <=. 1 then _x_14 -. 0 *. 42957/25000
       else
       if _x_14 <=. 2 then _x_14 -. 15803/25000 *. 467077/100000
       else
       if _x_14 <=. 3 then _x_14 -. 149679/100000 *. 79353/6250
       else if _x_14 <=. 4 then … else …)
      >=.
      (if _x_21 <=. 1 then _x_21 -. 0 *. 42957/25000
       else
       if _x_21 <=. 2 then _x_21 -. 15803/25000 *. 467077/100000
       else
       if _x_21 <=. 3 then _x_21 -. 149679/100000 *. 79353/6250
       else if _x_21 <=. 4 then … else …)

simplify

into:	let (_x_0 : real) = ( :var_0: ).dmc in let (_x_1 : real) = ( :var_0: ).temp in let (_x_2 : real) = ( :var_0: ).rh in let (_x_3 : real) = ( :var_0: ).rain in let (_x_4 : real) = ( :var_1: ).dmc in let (_x_5 : real) = ( :var_1: ).temp in let (_x_6 : real) = ( :var_1: ).rh in let (_x_7 : real) = ( :var_1: ).rain in let (_x_8 : month) = ( :var_0: ).month in let (_x_9 : month) = ( :var_1: ).month in let (_x_10 : day) = ( :var_0: ).day in let (_x_11 : day) = ( :var_1: ).day in let (_x_12 : bool) = _x_8 = Mar in let (_x_13 : bool) = _x_8 = Feb in let (_x_14 : bool) = _x_8 = Jan in let (_x_15 : real) = 5031/50000 . (if _x_14 then 67/500 else if _x_13 then 1/2 else if _x_12 then 1 else …) in let (_x_16 : bool) = _x_10 = Wed \|\| _x_10 = Thu in let (_x_17 : bool) = _x_10 = Tue in let (_x_18 : bool) = _x_10 = Mon in let (_x_19 : real) = (-7861/95050) . (if _x_18 then 377/1000 else if _x_17 then 1223/1000 else if _x_16 then 1901/1000 else …) in let (_x_20 : real) = (-19063/29020000) . _x_0 in let (_x_21 : real) = (-27281/1555000) . _x_1 in let (_x_22 : real) = 137/340000 . _x_2 in let (_x_23 : real) = 6263/80000 . _x_3 in let (_x_24 : real) = if (_x_15 +. _x_19 +. _x_20 +. _x_21 +. _x_22 +. _x_23) <=. (-1716983137/306857480000) then 0 else 1716983137/306857480000 +. _x_15 +. _x_19 +. _x_20 +. _x_21 +. _x_22 +. _x_23 in let (_x_25 : real) = 29103/200000 . (if _x_14 then 67/500 else if _x_13 then 1/2 else if _x_12 then 1 else …) in let (_x_26 : real) = 159/9505 . (if _x_18 then 377/1000 else if _x_17 then 1223/1000 else if _x_16 then 1901/1000 else …) in let (_x_27 : real) = (-1021/1813750) . _x_0 in let (_x_28 : real) = 17919/3110000 . _x_1 in let (_x_29 : real) = 32971/8500000 . _x_2 in let (_x_30 : real) = (-21603/320000) . _x_3 in let (_x_31 : real) = if (_x_25 +. _x_26 +. _x_27 +. _x_28 +. _x_29 +. _x_30) <=. 73983893263/767143700000 then 0 else (-73983893263/767143700000) +. _x_25 +. _x_26 +. _x_27 +. _x_28 +. _x_29 +. _x_30 in let (_x_32 : real) = 66419/200000 . (if _x_14 then 67/500 else if _x_13 then 1/2 else if _x_12 then 1 else …) in let (_x_33 : real) = 25399/190100 . (if _x_18 then 377/1000 else if _x_17 then 1223/1000 else if _x_16 then 1901/1000 else …) in let (_x_34 : real) = 449/29020000 . _x_0 in let (_x_35 : real) = 3841/3110000 . _x_1 in let (_x_36 : real) = (-25741/4250000) . _x_2 in let (_x_37 : real) = 58299/640000 . _x_3 in let (_x_38 : real) = if (_x_32 +. _x_33 +. _x_34 +. _x_35 +. _x_36 +. _x_37) <=. (-317131778543/1534287400000) then 0 else 317131778543/1534287400000 +. _x_32 +. _x_33 +. _x_34 +. _x_35 +. _x_36 +. _x_37 in let (_x_39 : real) = 23799/100000 . (if _x_14 then 67/500 else if _x_13 then 1/2 else if _x_12 then 1 else …) in let (_x_40 : real) = (-18071/95050) . (if _x_18 then 377/1000 else if _x_17 then 1223/1000 else if _x_16 then 1901/1000 else …) in let (_x_41 : real) = 38981/29020000 . _x_0 in let (_x_42 : real) = 1727/194375 . _x_1 in let (_x_43 : real) = (-61231/8500000) . _x_2 in let (_x_44 : real) = (-1831/320000) . _x_3 in let (_x_45 : real) = if (_x_39 +. _x_40 +. _x_41 +. _x_42 +. _x_43 +. _x_44) <=. (-89188713933/1534287400000) then 0 else 89188713933/1534287400000 +. _x_39 +. _x_40 +. _x_41 +. _x_42 +. _x_43 +. _x_44 in let (_x_46 : real) = 10277/200000 . (if _x_14 then 67/500 else if _x_13 then 1/2 else if _x_12 then 1 else …) in let (_x_47 : real) = (-28841/190100) . (if _x_18 then 377/1000 else if _x_17 then 1223/1000 else if _x_16 then 1901/1000 else …) in let (_x_48 : real) = 4637/29020000 . _x_0 in let (_x_49 : real) = 3601/388750 . _x_1 in let (_x_50 : real) = 5957/8500000 . _x_2 in let (_x_51 : real) = (-22041/640000) . _x_3 in let (_x_52 : real) = if (_x_46 +. _x_47 +. _x_48 +. _x_49 +. _x_50 +. _x_51) <=. (-372238333/2454859840) then 0 else 372238333/2454859840 +. _x_46 +. _x_47 +. _x_48 +. _x_49 +. _x_50 +. _x_51 in let (_x_53 : real) = 13901/50000 . (if _x_14 then 67/500 else if _x_13 then 1/2 else if _x_12 then 1 else …) in let (_x_54 : real) = (-803/38020) . (if _x_18 then 377/1000 else if _x_17 then 1223/1000 else if _x_16 then 1901/1000 else …) in let (_x_55 : real) = 10557/29020000 . _x_0 in let (_x_56 : real) = 60757/3110000 . _x_1 in let (_x_57 : real) = (-16157/4250000) . _x_2 in let (_x_58 : real) = 47933/640000 . _x_3 in let (_x_59 : real) = if (_x_53 +. _x_54 +. _x_55 +. _x_56 +. _x_57 +. _x_58) <=. 72146699557/306857480000 then 0 else (-72146699557/306857480000) +. _x_53 +. _x_54 +. _x_55 +. _x_56 +. _x_57 +. _x_58 in let (_x_60 : real) = 1568904513/1250000000 . _x_24 +. (-1400061773/1250000000) . _x_31 +. (-889978969/400000000) . _x_38 +. (-787784679/2500000000) . _x_45 +. (-19189866047/10000000000) . _x_52 +. 5337652199/2000000000 . _x_59 in let (_x_61 : bool) = _x_8 = Apr in let (_x_62 : real) = 5031/50000 . (if _x_14 then 67/500 else if _x_13 then 1/2 else if _x_12 then 1 else if _x_61 then 3/2 else …) in let (_x_63 : bool) = _x_10 = Fri in let (_x_64 : real) = (-7861/95050) . (if _x_18 then 377/1000 else if _x_17 then 1223/1000 else if _x_16 then 1901/1000 else if _x_63 then 1223/1000 else …) in let (_x_65 : real) = if (_x_62 +. _x_64 +. _x_20 +. _x_21 +. _x_22 +. _x_23) <=. (-1716983137/306857480000) then 0 else 1716983137/306857480000 +. _x_62 +. _x_64 +. _x_20 +. _x_21 +. _x_22 +. _x_23 in let (_x_66 : real) = 29103/200000 . (if _x_14 then 67/500 else if _x_13 then 1/2 else if _x_12 then 1 else if _x_61 then 3/2 else …) in let (_x_67 : real) = 159/9505 . (if _x_18 then 377/1000 else if _x_17 then 1223/1000 else if _x_16 then 1901/1000 else if _x_63 then 1223/1000 else …) in let (_x_68 : real) = if (_x_66 +. _x_67 +. _x_27 +. _x_28 +. _x_29 +. _x_30) <=. 73983893263/767143700000 then 0 else (-73983893263/767143700000) +. _x_66 +. _x_67 +. _x_27 +. _x_28 +. _x_29 +. _x_30 in let (_x_69 : real) = 66419/200000 . (if _x_14 then 67/500 else if _x_13 then 1/2 else if _x_12 then 1 else if _x_61 then 3/2 else …) in let (_x_70 : real) = 25399/190100 . (if _x_18 then 377/1000 else if _x_17 then 1223/1000 else if _x_16 then 1901/1000 else if _x_63 then 1223/1000 else …) in let (_x_71 : real) = if (_x_69 +. _x_70 +. _x_34 +. _x_35 +. _x_36 +. _x_37) <=. (-317131778543/1534287400000) then 0 else 317131778543/1534287400000 +. _x_69 +. _x_70 +. _x_34 +. _x_35 +. _x_36 +. _x_37 in let (_x_72 : real) = 23799/100000 . (if _x_14 then 67/500 else if _x_13 then 1/2 else if _x_12 then 1 else if _x_61 then 3/2 else …) in let (_x_73 : real) = (-18071/95050) . (if _x_18 then 377/1000 else if _x_17 then 1223/1000 else if _x_16 then 1901/1000 else if _x_63 then 1223/1000 else …) in let (_x_74 : real) = if (_x_72 +. _x_73 +. _x_41 +. _x_42 +. _x_43 +. _x_44) <=. (-89188713933/1534287400000) then 0 else 89188713933/1534287400000 +. _x_72 +. _x_73 +. _x_41 +. _x_42 +. _x_43 +. _x_44 in let (_x_75 : real) = 10277/200000 . (if _x_14 then 67/500 else if _x_13 then 1/2 else if _x_12 then 1 else if _x_61 then 3/2 else …) in let (_x_76 : real) = (-28841/190100) . (if _x_18 then 377/1000 else if _x_17 then 1223/1000 else if _x_16 then 1901/1000 else if _x_63 then 1223/1000 else …) in let (_x_77 : real) = 13901/50000 . (if _x_14 then 67/500 else if _x_13 then 1/2 else if _x_12 then 1 else if _x_61 then 3/2 else …) in let (_x_78 : real) = (-803/38020) . (if _x_18 then 377/1000 else if _x_17 then 1223/1000 else if _x_16 then 1901/1000 else if _x_63 then 1223/1000 else …) in let (_x_79 : bool) = _x_9 = Apr in let (_x_80 : bool) = _x_9 = Mar in let (_x_81 : bool) = _x_9 = Feb in let (_x_82 : bool) = _x_9 = Jan in let (_x_83 : real) = 5031/50000 . (if _x_82 then 67/500 else if _x_81 then 1/2 else if _x_80 then 1 else if _x_79 then 3/2 else …) in let (_x_84 : bool) = _x_11 = Fri in let (_x_85 : bool) = _x_11 = Wed \|\| _x_11 = Thu in let (_x_86 : bool) = _x_11 = Tue in let (_x_87 : bool) = _x_11 = Mon in let (_x_88 : real) = (-7861/95050) . (if _x_87 then 377/1000 else if _x_86 then 1223/1000 else if _x_85 then 1901/1000 else if _x_84 then 1223/1000 else …) in let (_x_89 : real) = (-19063/29020000) . _x_4 in let (_x_90 : real) = (-27281/1555000) . _x_5 in let (_x_91 : real) = 137/340000 . _x_6 in let (_x_92 : real) = 6263/80000 . _x_7 in let (_x_93 : real) = 29103/200000 . (if _x_82 then 67/500 else if _x_81 then 1/2 else if _x_80 then 1 else if _x_79 then 3/2 else …) in let (_x_94 : real) = 159/9505 . (if _x_87 then 377/1000 else if _x_86 then 1223/1000 else if _x_85 then 1901/1000 else if _x_84 then 1223/1000 else …) in let (_x_95 : real) = (-1021/1813750) . _x_4 in let (_x_96 : real) = 17919/3110000 . _x_5 in let (_x_97 : real) = 32971/8500000 . _x_6 in let (_x_98 : real) = (-21603/320000) . _x_7 in let (_x_99 : real) = 66419/200000 . (if _x_82 then 67/500 else if _x_81 then 1/2 else if _x_80 then 1 else if _x_79 then 3/2 else …) in let (_x_100 : real) = 25399/190100 . (if _x_87 then 377/1000 else if _x_86 then 1223/1000 else if _x_85 then 1901/1000 else if _x_84 then 1223/1000 else …) in let (_x_101 : real) = 449/29020000 . _x_4 in let (_x_102 : real) = 3841/3110000 . _x_5 in let (_x_103 : real) = (-25741/4250000) . _x_6 in let (_x_104 : real) = 58299/640000 . _x_7 in let (_x_105 : real) = 38981/29020000 . _x_4 in let (_x_106 : real) = 1727/194375 . _x_5 in let (_x_107 : real) = (-61231/8500000) . _x_6 in let (_x_108 : real) = (-1831/320000) . _x_7 in let (_x_109 : real) = if (23799/100000 . (if _x_82 then 67/500 else if _x_81 then 1/2 else if _x_80 then 1 else if _x_79 then 3/2 else …) +. (-18071/95050) . (if _x_87 then 377/1000 else if _x_86 then 1223/1000 else if _x_85 then 1901/1000 else if _x_84 then 1223/1000 else …) +. _x_105 +. _x_106 +. _x_107 +. _x_108) <=. (-89188713933/1534287400000) then 0 else 89188713933/1534287400000 +. 23799/100000 . (if _x_82 then 67/500 else if _x_81 then 1/2 else if _x_80 then 1 else …) +. (-18071/95050) . (if _x_87 then 377/1000 else if _x_86 then 1223/1000 else if _x_85 then 1901/1000 else …) +. _x_105 +. _x_106 +. _x_107 +. _x_108 in let (_x_110 : real) = 10277/200000 . (if _x_82 then 67/500 else if _x_81 then 1/2 else if _x_80 then 1 else if _x_79 then 3/2 else …) in let (_x_111 : real) = (-28841/190100) . (if _x_87 then 377/1000 else if _x_86 then 1223/1000 else if _x_85 then 1901/1000 else if _x_84 then 1223/1000 else …) in let (_x_112 : real) = 4637/29020000 . _x_4 in let (_x_113 : real) = 3601/388750 . _x_5 in let (_x_114 : real) = 5957/8500000 . _x_6 in let (_x_115 : real) = (-22041/640000) . _x_7 in let (_x_116 : real) = if (_x_110 +. _x_111 +. _x_112 +. _x_113 +. _x_114 +. _x_115) <=. (-372238333/2454859840) then 0 else 372238333/2454859840 +. _x_110 +. _x_111 +. _x_112 +. _x_113 +. _x_114 +. _x_115 in let (_x_117 : real) = 13901/50000 . (if _x_82 then 67/500 else if _x_81 then 1/2 else if _x_80 then 1 else if _x_79 then 3/2 else …) in let (_x_118 : real) = (-803/38020) . (if _x_87 then 377/1000 else if _x_86 then 1223/1000 else if _x_85 then 1901/1000 else if _x_84 then 1223/1000 else …) in let (_x_119 : real) = 10557/29020000 . _x_4 in let (_x_120 : real) = 60757/3110000 . _x_5 in let (_x_121 : real) = (-16157/4250000) . _x_6 in let (_x_122 : real) = 47933/640000 . _x_7 in let (_x_123 : real) = if (_x_117 +. _x_118 +. _x_119 +. _x_120 +. _x_121 +. _x_122) <=. 72146699557/306857480000 then 0 else (-72146699557/306857480000) +. _x_117 +. _x_118 +. _x_119 +. _x_120 +. _x_121 +. _x_122 in let (_x_124 : real) = 1568904513/1250000000 . (if (_x_83 +. _x_88 +. _x_89 +. _x_90 +. _x_91 +. _x_92) <=. (-1716983137/306857480000) then 0 else (1716983137/306857480000 +. _x_83 +. _x_88 +. _x_89 +. _x_90 +. _x_91 +. _x_92)) +. (-1400061773/1250000000) . (if (_x_93 +. _x_94 +. _x_95 +. _x_96 +. _x_97 +. _x_98) <=. 73983893263/767143700000 then 0 else ((-73983893263/767143700000) +. _x_93 +. _x_94 +. _x_95 +. _x_96 +. _x_97 +. _x_98)) +. (-889978969/400000000) . (if (_x_99 +. _x_100 +. _x_101 +. _x_102 +. _x_103 +. _x_104) <=. (-317131778543/1534287400000) then 0 else (317131778543/1534287400000 +. _x_99 +. _x_100 +. _x_101 +. _x_102 +. _x_103 +. _x_104)) +. (-787784679/2500000000) . _x_109 +. (-19189866047/10000000000) . _x_116 +. 5337652199/2000000000 . _x_123 in let (_x_125 : real) = 5031/50000 . (if _x_82 then 67/500 else if _x_81 then 1/2 else if _x_80 then 1 else …) in let (_x_126 : real) = (-7861/95050) . (if _x_87 then 377/1000 else if _x_86 then 1223/1000 else if _x_85 then 1901/1000 else …) in let (_x_127 : real) = if (_x_125 +. _x_126 +. _x_89 +. _x_90 +. _x_91 +. _x_92) <=. (-1716983137/306857480000) then 0 else 1716983137/306857480000 +. _x_125 +. _x_126 +. _x_89 +. _x_90 +. _x_91 +. _x_92 in let (_x_128 : real) = 29103/200000 . (if _x_82 then 67/500 else if _x_81 then 1/2 else if _x_80 then 1 else …) in let (_x_129 : real) = 159/9505 . (if _x_87 then 377/1000 else if _x_86 then 1223/1000 else if _x_85 then 1901/1000 else …) in let (_x_130 : real) = if (_x_128 +. _x_129 +. _x_95 +. _x_96 +. _x_97 +. _x_98) <=. 73983893263/767143700000 then 0 else (-73983893263/767143700000) +. _x_128 +. _x_129 +. _x_95 +. _x_96 +. _x_97 +. _x_98 in let (_x_131 : real) = 66419/200000 . (if _x_82 then 67/500 else if _x_81 then 1/2 else if _x_80 then 1 else …) in let (_x_132 : real) = 25399/190100 . (if _x_87 then 377/1000 else if _x_86 then 1223/1000 else if _x_85 then 1901/1000 else …) in let (_x_133 : real) = if (_x_131 +. _x_132 +. _x_101 +. _x_102 +. _x_103 +. _x_104) <=. (-317131778543/1534287400000) then 0 else 317131778543/1534287400000 +. _x_131 +. _x_132 +. _x_101 +. _x_102 +. _x_103 +. _x_104 in not (((((((((((((((((((((0 <=. _x_0 && _x_0 <=. 500) && 0 <=. _x_1) && _x_1 <=. 40) && 0 <=. _x_2) && _x_2 <=. 100) && 0 <=. _x_3) && _x_3 <=. 15) && 0 <=. _x_4) && _x_4 <=. 500) && 0 <=. _x_5) && _x_5 <=. 40) && 0 <=. _x_6) && _x_6 <=. 100) && 0 <=. _x_7) && _x_7 <=. 15) && _x_8 = _x_9) && _x_10 = _x_11) && _x_0 = _x_4) && _x_2 = _x_6) && _x_3 = _x_7) && _x_1 >=. _x_5) \|\| (if (1568904513/1250000000 . _x_65 +. (-1400061773/1250000000) . _x_68 +. (-889978969/400000000) . _x_71 +. (-787784679/2500000000) . _x_74 +. (-19189866047/10000000000) . (if (_x_75 +. _x_76 +. _x_48 +. _x_49 +. _x_50 +. _x_51) <=. (-372238333/2454859840) then 0 else (372238333/2454859840 +. _x_75 +. _x_76 +. _x_48 +. _x_49 +. _x_50 +. _x_51)) +. 5337652199/2000000000 . (if (_x_77 +. _x_78 +. _x_55 +. _x_56 +. _x_57 +. _x_58) <=. 72146699557/306857480000 then 0 else ((-72146699557/306857480000) +. _x_77 +. _x_78 +. _x_55 +. _x_56 +. _x_57 +. _x_58))) <=. (-341987779/312500000) then 28114831522503/7812500000000 +. 67395431164941/31250000000000 . _x_65 +. (-60142453582761/31250000000000) . _x_68 +. (-38230826571333/10000000000000) . _x_71 +. (-33840866455803/62500000000000) . _x_74 +. (-824339075780979/250000000000000) . _x_52 +. 229289525512443/50000000000000 . _x_59 else if _x_60 <=. (-29487779/312500000) then 213430965464483/31250000000000 +. 732799213218501/125000000000000 . _x_24 +. (-653936652747521/125000000000000) . _x_31 +. (-415688706903613/40000000000000) . _x_38 +. (-367956104513283/250000000000000) . _x_45 +. (-8963145063634619/1000000000000000) . _x_52 +. 2493094576152323/200000000000000 . _x_59 else if _x_60 <=. 283012221/312500000 then 1852306369389/244140625000 +. 124497279820089/7812500000000 . _x_24 +. (-111099101872869/7812500000000) . _x_31 +. (-70622501127057/2500000000000) . _x_38 +. (-62513077632687/15625000000000) . _x_45 +. (-1522773440427591/62500000000000) . _x_52 +. 423558714947247/12500000000000 . _x_59 else if _x_60 <=. 595512221/312500000 then … else …) >=. (if _x_124 <=. (-341987779/312500000) then 28114831522503/7812500000000 +. 67395431164941/31250000000000 . _x_127 +. (-60142453582761/31250000000000) . _x_130 +. (-38230826571333/10000000000000) . _x_133 +. (-33840866455803/62500000000000) . _x_109 +. (-824339075780979/250000000000000) . _x_116 +. 229289525512443/50000000000000 . _x_123 else if _x_124 <=. (-29487779/312500000) then 213430965464483/31250000000000 +. 732799213218501/125000000000000 . _x_127 +. (-653936652747521/125000000000000) . _x_130 +. (-415688706903613/40000000000000) . _x_133 +. (-367956104513283/250000000000000) . _x_109 +. (-8963145063634619/1000000000000000) . _x_116 +. 2493094576152323/200000000000000 . _x_123 else if _x_124 <=. 283012221/312500000 then 1852306369389/244140625000 +. 124497279820089/7812500000000 . _x_127 +. (-111099101872869/7812500000000) . _x_130 +. (-70622501127057/2500000000000) . _x_133 +. (-62513077632687/15625000000000) . _x_109 +. (-1522773440427591/62500000000000) . _x_116 +. 423558714947247/12500000000000 . _x_123 else if _x_124 <=. 595512221/312500000 then … else …)
expansions:	[]
rewrite_steps:
forward_chaining:

Sat (Some let a : nn_input = {month = Jan; day = Mon; dmc = (Q.of_string "34488475412018474816057668883573284491387/146216076865308736859130548754459740000"); temp = (Q.of_string "4827542871826564962026946476498199623/940296314246358436393122500028680000"); rh = (Q.of_string "547376196190813475303118647582374101013/5848643074612349474365221950178389600"); rain = (Q.of_string "12805584777365360965151270072358778762/4569252402040898026847829648576866875")} let b : nn_input = {month = Jan; day = Mon; dmc = (Q.of_string "34488475412018474816057668883573284491387/146216076865308736859130548754459740000"); temp = (Q.of_nativeint (0n)); rh = (Q.of_string "547376196190813475303118647582374101013/5848643074612349474365221950178389600"); rain = (Q.of_string "12805584777365360965151270072358778762/4569252402040898026847829648576866875")} )

digraph "proof" {
p_1044 [label="Start (let (_x_0 : real) = ( :var_0: ).dmc in\l       let (_x_1 : real) = ( :var_0: ).temp in\l       let (_x_2 : real) = ( :var_0: ).rh in\l       let (_x_3 : real) = ( :var_0: ).rain in\l       let (_x_4 : real) = ( :var_1: ).dmc in\l       let (_x_5 : real) = ( :var_1: ).temp in\l       let (_x_6 : real) = ( :var_1: ).rh in\l       let (_x_7 : real) = ( :var_1: ).rain in\l       let (_x_8 : real)\l           = 5031/25000 *. … +. (-7861/50000) *. …\l             +. (-19063/100000) *. … +. (-27281/50000) *. …\l             +. 137/4000 *. … +. 6263/12500 *. … +. (-173/6250)\l       in\l       let (_x_9 : real)\l           = 29103/100000 *. … +. 159/5000 *. … +. (-1021/6250) *. …\l             +. 17919/100000 *. … +. 32971/100000 *. …\l             +. (-21603/50000) *. … +. (-131/5000)\l       in\l       let (_x_10 : real)\l           = 66419/100000 *. … +. 25399/100000 *. … +. 449/100000 *. …\l             +. 3841/100000 *. … +. (-25741/50000) *. …\l             +. 58299/100000 *. … +. 5929/50000\l       in\l       let (_x_11 : real)\l           = 23799/50000 *. … +. (-18071/50000) *. …\l             +. 38981/100000 *. … +. 1727/6250 *. …\l             +. (-61231/100000) *. … +. (-1831/50000) *. …\l             +. (-289/10000)\l       in\l       let (_x_12 : real)\l           = 10277/100000 *. … +. (-28841/100000) *. …\l             +. 4637/100000 *. … +. 3601/12500 *. … +. 5957/100000 *. …\l             +. (-22041/100000) *. … +. 1827/10000\l       in\l       let (_x_13 : real)\l           = 13901/25000 *. … +. (-803/20000) *. … +. 10557/100000 *. …\l             +. 60757/100000 *. … +. (-16157/50000) *. …\l             +. 47933/100000 *. … +. (-6219/25000)\l       in\l       let (_x_14 : real)\l           = 444323/100000\l             *. (3531/12500 *. (if _x_8 \>. 0 then _x_8 else 0)\l                 +. (-3151/12500) *. (if _x_9 \>. 0 then _x_9 else 0)\l                 +. (-2003/4000) *. (if _x_10 \>. 0 then _x_10 else 0)\l                 +. (-1773/25000) *. (if _x_11 \>. 0 then _x_11 else 0)\l                 +. (-43189/100000) *. (if _x_12 \>. 0 then _x_12 else 0)\l                 +. 12013/20000 *. (if _x_13 \>. 0 then _x_13 else 0)\l                 +. 1473/3125)\l       in\l       let (_x_15 : real)\l           = 5031/25000 *. … +. (-7861/50000) *. …\l             +. (-19063/100000) *. … +. (-27281/50000) *. …\l             +. 137/4000 *. … +. 6263/12500 *. … +. (-173/6250)\l       in\l       let (_x_16 : real)\l           = 29103/100000 *. … +. 159/5000 *. … +. (-1021/6250) *. …\l             +. 17919/100000 *. … +. 32971/100000 *. …\l             +. (-21603/50000) *. … +. (-131/5000)\l       in\l       let (_x_17 : real)\l           = 66419/100000 *. … +. 25399/100000 *. … +. 449/100000 *. …\l             +. 3841/100000 *. … +. (-25741/50000) *. …\l             +. 58299/100000 *. … +. 5929/50000\l       in\l       let (_x_18 : real)\l           = 23799/50000 *. … +. (-18071/50000) *. …\l             +. 38981/100000 *. … +. 1727/6250 *. …\l             +. (-61231/100000) *. … +. (-1831/50000) *. …\l             +. (-289/10000)\l       in\l       let (_x_19 : real)\l           = 10277/100000 *. … +. (-28841/100000) *. …\l             +. 4637/100000 *. … +. 3601/12500 *. … +. 5957/100000 *. …\l             +. (-22041/100000) *. … +. 1827/10000\l       in\l       let (_x_20 : real)\l           = 13901/25000 *. … +. (-803/20000) *. … +. 10557/100000 *. …\l             +. 60757/100000 *. … +. (-16157/50000) *. …\l             +. 47933/100000 *. … +. (-6219/25000)\l       in\l       let (_x_21 : real)\l           = 444323/100000\l             *. (3531/12500 *. (if _x_15 \>. 0 then _x_15 else 0)\l                 +. (-3151/12500) *. (if _x_16 \>. 0 then _x_16 else 0)\l                 +. (-2003/4000) *. (if _x_17 \>. 0 then _x_17 else 0)\l                 +. (-1773/25000) *. (if _x_18 \>. 0 then _x_18 else 0)\l                 +. (-43189/100000) *. (if _x_19 \>. 0 then _x_19 else 0)\l                 +. 12013/20000 *. (if _x_20 \>. 0 then _x_20 else 0)\l                 +. 1473/3125)\l       in\l       (0 \<=. _x_0\l        && _x_0 \<=. 500\l           && 0 \<=. _x_1\l              && _x_1 \<=. 40\l                 && 0 \<=. _x_2 && _x_2 \<=. 100 && 0 \<=. _x_3 && _x_3 \<=. 15)\l       && (0 \<=. _x_4\l           && _x_4 \<=. 500\l              && 0 \<=. _x_5\l                 && _x_5 \<=. 40\l                    && 0 \<=. _x_6\l                       && _x_6 \<=. 100 && 0 \<=. _x_7 && _x_7 \<=. 15)\l          && ( :var_0: ).month = ( :var_1: ).month\l             && ( :var_0: ).day = ( :var_1: ).day\l                && _x_0 = _x_4 && _x_2 = _x_6 && _x_3 = _x_7 && _x_1 \>=. _x_5\l       ==\> (if _x_14 \<=. 1 then _x_14 -. 0 *. 42957/25000\l            else\l            if _x_14 \<=. 2 then _x_14 -. 15803/25000 *. 467077/100000\l            else\l            if _x_14 \<=. 3 then _x_14 -. 149679/100000 *. 79353/6250\l            else if _x_14 \<=. 4 then … else …)\l           \>=.\l           (if _x_21 \<=. 1 then _x_21 -. 0 *. 42957/25000\l            else\l            if _x_21 \<=. 2 then _x_21 -. 15803/25000 *. 467077/100000\l            else\l            if _x_21 \<=. 3 then _x_21 -. 149679/100000 *. 79353/6250\l            else if _x_21 \<=. 4 then … else …)\l       :time 0.320s)",shape=box,style=filled,fontname="courier",fontsize=14];
p_1044 -> p_1043 [label=""];
p_1043 [label="Simplify (let (_x_0 : real) = ( :var_0: ).dmc in\l          let (_x_1 : real) = ( :var_0: ).temp in\l          let (_x_2 : real) = ( :var_0: ).rh in\l          let (_x_3 : real) = ( :var_0: ).rain in\l          let (_x_4 : real) = ( :var_1: ).dmc in\l          let (_x_5 : real) = ( :var_1: ).temp in\l          let (_x_6 : real) = ( :var_1: ).rh in\l          let (_x_7 : real) = ( :var_1: ).rain in\l          let (_x_8 : month) = ( :var_0: ).month in\l          let (_x_9 : month) = ( :var_1: ).month in\l          let (_x_10 : day) = ( :var_0: ).day in\l          let (_x_11 : day) = ( :var_1: ).day in\l          let (_x_12 : bool) = _x_8 = Mar in\l          let (_x_13 : bool) = _x_8 = Feb in\l          let (_x_14 : bool) = _x_8 = Jan in\l          let (_x_15 : real)\l              = 5031/50000\l                *. (if _x_14 then 67/500\l                    else if _x_13 then 1/2 else if _x_12 then 1 else …)\l          in\l          let (_x_16 : bool) = _x_10 = Wed \|\| _x_10 = Thu in\l          let (_x_17 : bool) = _x_10 = Tue in\l          let (_x_18 : bool) = _x_10 = Mon in\l          let (_x_19 : real)\l              = (-7861/95050)\l                *. (if _x_18 then 377/1000\l                    else\l                    if _x_17 then 1223/1000\l                    else if _x_16 then 1901/1000 else …)\l          in\l          let (_x_20 : real) = (-19063/29020000) *. _x_0 in\l          let (_x_21 : real) = (-27281/1555000) *. _x_1 in\l          let (_x_22 : real) = 137/340000 *. _x_2 in\l          let (_x_23 : real) = 6263/80000 *. _x_3 in\l          let (_x_24 : real)\l              = if (_x_15 +. _x_19 +. _x_20 +. _x_21 +. _x_22 +. _x_23) \<=.\l                   (-1716983137/306857480000)\l                then 0\l                else\l                  1716983137/306857480000 +. _x_15 +. _x_19 +. _x_20 +. _x_21\l                  +. _x_22 +. _x_23\l          in\l          let (_x_25 : real)\l              = 29103/200000\l                *. (if _x_14 then 67/500\l                    else if _x_13 then 1/2 else if _x_12 then 1 else …)\l          in\l          let (_x_26 : real)\l              = 159/9505\l                *. (if _x_18 then 377/1000\l                    else\l                    if _x_17 then 1223/1000\l                    else if _x_16 then 1901/1000 else …)\l          in\l          let (_x_27 : real) = (-1021/1813750) *. _x_0 in\l          let (_x_28 : real) = 17919/3110000 *. _x_1 in\l          let (_x_29 : real) = 32971/8500000 *. _x_2 in\l          let (_x_30 : real) = (-21603/320000) *. _x_3 in\l          let (_x_31 : real)\l              = if (_x_25 +. _x_26 +. _x_27 +. _x_28 +. _x_29 +. _x_30) \<=.\l                   73983893263/767143700000\l                then 0\l                else\l                  (-73983893263/767143700000) +. _x_25 +. _x_26 +. _x_27\l                  +. _x_28 +. _x_29 +. _x_30\l          in\l          let (_x_32 : real)\l              = 66419/200000\l                *. (if _x_14 then 67/500\l                    else if _x_13 then 1/2 else if _x_12 then 1 else …)\l          in\l          let (_x_33 : real)\l              = 25399/190100\l                *. (if _x_18 then 377/1000\l                    else\l                    if _x_17 then 1223/1000\l                    else if _x_16 then 1901/1000 else …)\l          in\l          let (_x_34 : real) = 449/29020000 *. _x_0 in\l          let (_x_35 : real) = 3841/3110000 *. _x_1 in\l          let (_x_36 : real) = (-25741/4250000) *. _x_2 in\l          let (_x_37 : real) = 58299/640000 *. _x_3 in\l          let (_x_38 : real)\l              = if (_x_32 +. _x_33 +. _x_34 +. _x_35 +. _x_36 +. _x_37) \<=.\l                   (-317131778543/1534287400000)\l                then 0\l                else\l                  317131778543/1534287400000 +. _x_32 +. _x_33 +. _x_34\l                  +. _x_35 +. _x_36 +. _x_37\l          in\l          let (_x_39 : real)\l              = 23799/100000\l                *. (if _x_14 then 67/500\l                    else if _x_13 then 1/2 else if _x_12 then 1 else …)\l          in\l          let (_x_40 : real)\l              = (-18071/95050)\l                *. (if _x_18 then 377/1000\l                    else\l                    if _x_17 then 1223/1000\l                    else if _x_16 then 1901/1000 else …)\l          in\l          let (_x_41 : real) = 38981/29020000 *. _x_0 in\l          let (_x_42 : real) = 1727/194375 *. _x_1 in\l          let (_x_43 : real) = (-61231/8500000) *. _x_2 in\l          let (_x_44 : real) = (-1831/320000) *. _x_3 in\l          let (_x_45 : real)\l              = if (_x_39 +. _x_40 +. _x_41 +. _x_42 +. _x_43 +. _x_44) \<=.\l                   (-89188713933/1534287400000)\l                then 0\l                else\l                  89188713933/1534287400000 +. _x_39 +. _x_40 +. _x_41\l                  +. _x_42 +. _x_43 +. _x_44\l          in\l          let (_x_46 : real)\l              = 10277/200000\l                *. (if _x_14 then 67/500\l                    else if _x_13 then 1/2 else if _x_12 then 1 else …)\l          in\l          let (_x_47 : real)\l              = (-28841/190100)\l                *. (if _x_18 then 377/1000\l                    else\l                    if _x_17 then 1223/1000\l                    else if _x_16 then 1901/1000 else …)\l          in\l          let (_x_48 : real) = 4637/29020000 *. _x_0 in\l          let (_x_49 : real) = 3601/388750 *. _x_1 in\l          let (_x_50 : real) = 5957/8500000 *. _x_2 in\l          let (_x_51 : real) = (-22041/640000) *. _x_3 in\l          let (_x_52 : real)\l              = if (_x_46 +. _x_47 +. _x_48 +. _x_49 +. _x_50 +. _x_51) \<=.\l                   (-372238333/2454859840)\l                then 0\l                else\l                  372238333/2454859840 +. _x_46 +. _x_47 +. _x_48 +. _x_49\l                  +. _x_50 +. _x_51\l          in\l          let (_x_53 : real)\l              = 13901/50000\l                *. (if _x_14 then 67/500\l                    else if _x_13 then 1/2 else if _x_12 then 1 else …)\l          in\l          let (_x_54 : real)\l              = (-803/38020)\l                *. (if _x_18 then 377/1000\l                    else\l                    if _x_17 then 1223/1000\l                    else if _x_16 then 1901/1000 else …)\l          in\l          let (_x_55 : real) = 10557/29020000 *. _x_0 in\l          let (_x_56 : real) = 60757/3110000 *. _x_1 in\l          let (_x_57 : real) = (-16157/4250000) *. _x_2 in\l          let (_x_58 : real) = 47933/640000 *. _x_3 in\l          let (_x_59 : real)\l              = if (_x_53 +. _x_54 +. _x_55 +. _x_56 +. _x_57 +. _x_58) \<=.\l                   72146699557/306857480000\l                then 0\l                else\l                  (-72146699557/306857480000) +. _x_53 +. _x_54 +. _x_55\l                  +. _x_56 +. _x_57 +. _x_58\l          in\l          let (_x_60 : real)\l              = 1568904513/1250000000 *. _x_24\l                +. (-1400061773/1250000000) *. _x_31\l                +. (-889978969/400000000) *. _x_38\l                +. (-787784679/2500000000) *. _x_45\l                +. (-19189866047/10000000000) *. _x_52\l                +. 5337652199/2000000000 *. _x_59\l          in\l          let (_x_61 : bool) = _x_8 = Apr in\l          let (_x_62 : real)\l              = 5031/50000\l                *. (if _x_14 then 67/500\l                    else\l                    if _x_13 then 1/2\l                    else if _x_12 then 1 else if _x_61 then 3/2 else …)\l          in\l          let (_x_63 : bool) = _x_10 = Fri in\l          let (_x_64 : real)\l              = (-7861/95050)\l                *. (if _x_18 then 377/1000\l                    else\l                    if _x_17 then 1223/1000\l                    else\l                    if _x_16 then 1901/1000\l                    else if _x_63 then 1223/1000 else …)\l          in\l          let (_x_65 : real)\l              = if (_x_62 +. _x_64 +. _x_20 +. _x_21 +. _x_22 +. _x_23) \<=.\l                   (-1716983137/306857480000)\l                then 0\l                else\l                  1716983137/306857480000 +. _x_62 +. _x_64 +. _x_20 +. _x_21\l                  +. _x_22 +. _x_23\l          in\l          let (_x_66 : real)\l              = 29103/200000\l                *. (if _x_14 then 67/500\l                    else\l                    if _x_13 then 1/2\l                    else if _x_12 then 1 else if _x_61 then 3/2 else …)\l          in\l          let (_x_67 : real)\l              = 159/9505\l                *. (if _x_18 then 377/1000\l                    else\l                    if _x_17 then 1223/1000\l                    else\l                    if _x_16 then 1901/1000\l                    else if _x_63 then 1223/1000 else …)\l          in\l          let (_x_68 : real)\l              = if (_x_66 +. _x_67 +. _x_27 +. _x_28 +. _x_29 +. _x_30) \<=.\l                   73983893263/767143700000\l                then 0\l                else\l                  (-73983893263/767143700000) +. _x_66 +. _x_67 +. _x_27\l                  +. _x_28 +. _x_29 +. _x_30\l          in\l          let (_x_69 : real)\l              = 66419/200000\l                *. (if _x_14 then 67/500\l                    else\l                    if _x_13 then 1/2\l                    else if _x_12 then 1 else if _x_61 then 3/2 else …)\l          in\l          let (_x_70 : real)\l              = 25399/190100\l                *. (if _x_18 then 377/1000\l                    else\l                    if _x_17 then 1223/1000\l                    else\l                    if _x_16 then 1901/1000\l                    else if _x_63 then 1223/1000 else …)\l          in\l          let (_x_71 : real)\l              = if (_x_69 +. _x_70 +. _x_34 +. _x_35 +. _x_36 +. _x_37) \<=.\l                   (-317131778543/1534287400000)\l                then 0\l                else\l                  317131778543/1534287400000 +. _x_69 +. _x_70 +. _x_34\l                  +. _x_35 +. _x_36 +. _x_37\l          in\l          let (_x_72 : real)\l              = 23799/100000\l                *. (if _x_14 then 67/500\l                    else\l                    if _x_13 then 1/2\l                    else if _x_12 then 1 else if _x_61 then 3/2 else …)\l          in\l          let (_x_73 : real)\l              = (-18071/95050)\l                *. (if _x_18 then 377/1000\l                    else\l                    if _x_17 then 1223/1000\l                    else\l                    if _x_16 then 1901/1000\l                    else if _x_63 then 1223/1000 else …)\l          in\l          let (_x_74 : real)\l              = if (_x_72 +. _x_73 +. _x_41 +. _x_42 +. _x_43 +. _x_44) \<=.\l                   (-89188713933/1534287400000)\l                then 0\l                else\l                  89188713933/1534287400000 +. _x_72 +. _x_73 +. _x_41\l                  +. _x_42 +. _x_43 +. _x_44\l          in\l          let (_x_75 : real)\l              = 10277/200000\l                *. (if _x_14 then 67/500\l                    else\l                    if _x_13 then 1/2\l                    else if _x_12 then 1 else if _x_61 then 3/2 else …)\l          in\l          let (_x_76 : real)\l              = (-28841/190100)\l                *. (if _x_18 then 377/1000\l                    else\l                    if _x_17 then 1223/1000\l                    else\l                    if _x_16 then 1901/1000\l                    else if _x_63 then 1223/1000 else …)\l          in\l          let (_x_77 : real)\l              = 13901/50000\l                *. (if _x_14 then 67/500\l                    else\l                    if _x_13 then 1/2\l                    else if _x_12 then 1 else if _x_61 then 3/2 else …)\l          in\l          let (_x_78 : real)\l              = (-803/38020)\l                *. (if _x_18 then 377/1000\l                    else\l                    if _x_17 then 1223/1000\l                    else\l                    if _x_16 then 1901/1000\l                    else if _x_63 then 1223/1000 else …)\l          in\l          let (_x_79 : bool) = _x_9 = Apr in\l          let (_x_80 : bool) = _x_9 = Mar in\l          let (_x_81 : bool) = _x_9 = Feb in\l          let (_x_82 : bool) = _x_9 = Jan in\l          let (_x_83 : real)\l              = 5031/50000\l                *. (if _x_82 then 67/500\l                    else\l                    if _x_81 then 1/2\l                    else if _x_80 then 1 else if _x_79 then 3/2 else …)\l          in\l          let (_x_84 : bool) = _x_11 = Fri in\l          let (_x_85 : bool) = _x_11 = Wed \|\| _x_11 = Thu in\l          let (_x_86 : bool) = _x_11 = Tue in\l          let (_x_87 : bool) = _x_11 = Mon in\l          let (_x_88 : real)\l              = (-7861/95050)\l                *. (if _x_87 then 377/1000\l                    else\l                    if _x_86 then 1223/1000\l                    else\l                    if _x_85 then 1901/1000\l                    else if _x_84 then 1223/1000 else …)\l          in\l          let (_x_89 : real) = (-19063/29020000) *. _x_4 in\l          let (_x_90 : real) = (-27281/1555000) *. _x_5 in\l          let (_x_91 : real) = 137/340000 *. _x_6 in\l          let (_x_92 : real) = 6263/80000 *. _x_7 in\l          let (_x_93 : real)\l              = 29103/200000\l                *. (if _x_82 then 67/500\l                    else\l                    if _x_81 then 1/2\l                    else if _x_80 then 1 else if _x_79 then 3/2 else …)\l          in\l          let (_x_94 : real)\l              = 159/9505\l                *. (if _x_87 then 377/1000\l                    else\l                    if _x_86 then 1223/1000\l                    else\l                    if _x_85 then 1901/1000\l                    else if _x_84 then 1223/1000 else …)\l          in\l          let (_x_95 : real) = (-1021/1813750) *. _x_4 in\l          let (_x_96 : real) = 17919/3110000 *. _x_5 in\l          let (_x_97 : real) = 32971/8500000 *. _x_6 in\l          let (_x_98 : real) = (-21603/320000) *. _x_7 in\l          let (_x_99 : real)\l              = 66419/200000\l                *. (if _x_82 then 67/500\l                    else\l                    if _x_81 then 1/2\l                    else if _x_80 then 1 else if _x_79 then 3/2 else …)\l          in\l          let (_x_100 : real)\l              = 25399/190100\l                *. (if _x_87 then 377/1000\l                    else\l                    if _x_86 then 1223/1000\l                    else\l                    if _x_85 then 1901/1000\l                    else if _x_84 then 1223/1000 else …)\l          in\l          let (_x_101 : real) = 449/29020000 *. _x_4 in\l          let (_x_102 : real) = 3841/3110000 *. _x_5 in\l          let (_x_103 : real) = (-25741/4250000) *. _x_6 in\l          let (_x_104 : real) = 58299/640000 *. _x_7 in\l          let (_x_105 : real) = 38981/29020000 *. _x_4 in\l          let (_x_106 : real) = 1727/194375 *. _x_5 in\l          let (_x_107 : real) = (-61231/8500000) *. _x_6 in\l          let (_x_108 : real) = (-1831/320000) *. _x_7 in\l          let (_x_109 : real)\l              = if (23799/100000\l                    *. (if _x_82 then 67/500\l                        else\l                        if _x_81 then 1/2\l                        else if _x_80 then 1 else if _x_79 then 3/2 else …)\l                    +. (-18071/95050)\l                       *. (if _x_87 then 377/1000\l                           else\l                           if _x_86 then 1223/1000\l                           else\l                           if _x_85 then 1901/1000\l                           else if _x_84 then 1223/1000 else …)\l                    +. _x_105 +. _x_106 +. _x_107 +. _x_108)\l                   \<=. (-89188713933/1534287400000)\l                then 0\l                else\l                  89188713933/1534287400000\l                  +. 23799/100000\l                     *. (if _x_82 then 67/500\l                         else if _x_81 then 1/2 else if _x_80 then 1 else …)\l                  +. (-18071/95050)\l                     *. (if _x_87 then 377/1000\l                         else\l                         if _x_86 then 1223/1000\l                         else if _x_85 then 1901/1000 else …)\l                  +. _x_105 +. _x_106 +. _x_107 +. _x_108\l          in\l          let (_x_110 : real)\l              = 10277/200000\l                *. (if _x_82 then 67/500\l                    else\l                    if _x_81 then 1/2\l                    else if _x_80 then 1 else if _x_79 then 3/2 else …)\l          in\l          let (_x_111 : real)\l              = (-28841/190100)\l                *. (if _x_87 then 377/1000\l                    else\l                    if _x_86 then 1223/1000\l                    else\l                    if _x_85 then 1901/1000\l                    else if _x_84 then 1223/1000 else …)\l          in\l          let (_x_112 : real) = 4637/29020000 *. _x_4 in\l          let (_x_113 : real) = 3601/388750 *. _x_5 in\l          let (_x_114 : real) = 5957/8500000 *. _x_6 in\l          let (_x_115 : real) = (-22041/640000) *. _x_7 in\l          let (_x_116 : real)\l              = if (_x_110 +. _x_111 +. _x_112 +. _x_113 +. _x_114 +. _x_115)\l                   \<=. (-372238333/2454859840)\l                then 0\l                else\l                  372238333/2454859840 +. _x_110 +. _x_111 +. _x_112\l                  +. _x_113 +. _x_114 +. _x_115\l          in\l          let (_x_117 : real)\l              = 13901/50000\l                *. (if _x_82 then 67/500\l                    else\l                    if _x_81 then 1/2\l                    else if _x_80 then 1 else if _x_79 then 3/2 else …)\l          in\l          let (_x_118 : real)\l              = (-803/38020)\l                *. (if _x_87 then 377/1000\l                    else\l                    if _x_86 then 1223/1000\l                    else\l                    if _x_85 then 1901/1000\l                    else if _x_84 then 1223/1000 else …)\l          in\l          let (_x_119 : real) = 10557/29020000 *. _x_4 in\l          let (_x_120 : real) = 60757/3110000 *. _x_5 in\l          let (_x_121 : real) = (-16157/4250000) *. _x_6 in\l          let (_x_122 : real) = 47933/640000 *. _x_7 in\l          let (_x_123 : real)\l              = if (_x_117 +. _x_118 +. _x_119 +. _x_120 +. _x_121 +. _x_122)\l                   \<=. 72146699557/306857480000\l                then 0\l                else\l                  (-72146699557/306857480000) +. _x_117 +. _x_118 +. _x_119\l                  +. _x_120 +. _x_121 +. _x_122\l          in\l          let (_x_124 : real)\l              = 1568904513/1250000000\l                *. (if (_x_83 +. _x_88 +. _x_89 +. _x_90 +. _x_91 +. _x_92)\l                       \<=. (-1716983137/306857480000)\l                    then 0\l                    else\l                      (1716983137/306857480000 +. _x_83 +. _x_88 +. _x_89\l                       +. _x_90 +. _x_91 +. _x_92))\l                +. (-1400061773/1250000000)\l                   *. (if (_x_93 +. _x_94 +. _x_95 +. _x_96 +. _x_97 +. _x_98)\l                          \<=. 73983893263/767143700000\l                       then 0\l                       else\l                         ((-73983893263/767143700000) +. _x_93 +. _x_94\l                          +. _x_95 +. _x_96 +. _x_97 +. _x_98))\l                +. (-889978969/400000000)\l                   *. (if (_x_99 +. _x_100 +. _x_101 +. _x_102 +. _x_103\l                           +. _x_104)\l                          \<=. (-317131778543/1534287400000)\l                       then 0\l                       else\l                         (317131778543/1534287400000 +. _x_99 +. _x_100\l                          +. _x_101 +. _x_102 +. _x_103 +. _x_104))\l                +. (-787784679/2500000000) *. _x_109\l                +. (-19189866047/10000000000) *. _x_116\l                +. 5337652199/2000000000 *. _x_123\l          in\l          let (_x_125 : real)\l              = 5031/50000\l                *. (if _x_82 then 67/500\l                    else if _x_81 then 1/2 else if _x_80 then 1 else …)\l          in\l          let (_x_126 : real)\l              = (-7861/95050)\l                *. (if _x_87 then 377/1000\l                    else\l                    if _x_86 then 1223/1000\l                    else if _x_85 then 1901/1000 else …)\l          in\l          let (_x_127 : real)\l              = if (_x_125 +. _x_126 +. _x_89 +. _x_90 +. _x_91 +. _x_92) \<=.\l                   (-1716983137/306857480000)\l                then 0\l                else\l                  1716983137/306857480000 +. _x_125 +. _x_126 +. _x_89\l                  +. _x_90 +. _x_91 +. _x_92\l          in\l          let (_x_128 : real)\l              = 29103/200000\l                *. (if _x_82 then 67/500\l                    else if _x_81 then 1/2 else if _x_80 then 1 else …)\l          in\l          let (_x_129 : real)\l              = 159/9505\l                *. (if _x_87 then 377/1000\l                    else\l                    if _x_86 then 1223/1000\l                    else if _x_85 then 1901/1000 else …)\l          in\l          let (_x_130 : real)\l              = if (_x_128 +. _x_129 +. _x_95 +. _x_96 +. _x_97 +. _x_98) \<=.\l                   73983893263/767143700000\l                then 0\l                else\l                  (-73983893263/767143700000) +. _x_128 +. _x_129 +. _x_95\l                  +. _x_96 +. _x_97 +. _x_98\l          in\l          let (_x_131 : real)\l              = 66419/200000\l                *. (if _x_82 then 67/500\l                    else if _x_81 then 1/2 else if _x_80 then 1 else …)\l          in\l          let (_x_132 : real)\l              = 25399/190100\l                *. (if _x_87 then 377/1000\l                    else\l                    if _x_86 then 1223/1000\l                    else if _x_85 then 1901/1000 else …)\l          in\l          let (_x_133 : real)\l              = if (_x_131 +. _x_132 +. _x_101 +. _x_102 +. _x_103 +. _x_104)\l                   \<=. (-317131778543/1534287400000)\l                then 0\l                else\l                  317131778543/1534287400000 +. _x_131 +. _x_132 +. _x_101\l                  +. _x_102 +. _x_103 +. _x_104\l          in\l          not\l          (((((((((((((((((((((0 \<=. _x_0 && _x_0 \<=. 500) && 0 \<=. _x_1)\l                             && _x_1 \<=. 40)\l                            && 0 \<=. _x_2)\l                           && _x_2 \<=. 100)\l                          && 0 \<=. _x_3)\l                         && _x_3 \<=. 15)\l                        && 0 \<=. _x_4)\l                       && _x_4 \<=. 500)\l                      && 0 \<=. _x_5)\l                     && _x_5 \<=. 40)\l                    && 0 \<=. _x_6)\l                   && _x_6 \<=. 100)\l                  && 0 \<=. _x_7)\l                 && _x_7 \<=. 15)\l                && _x_8 = _x_9)\l               && _x_10 = _x_11)\l              && _x_0 = _x_4)\l             && _x_2 = _x_6)\l            && _x_3 = _x_7)\l           && _x_1 \>=. _x_5)\l          \|\| (if (1568904513/1250000000 *. _x_65\l                  +. (-1400061773/1250000000) *. _x_68\l                  +. (-889978969/400000000) *. _x_71\l                  +. (-787784679/2500000000) *. _x_74\l                  +. (-19189866047/10000000000)\l                     *. (if (_x_75 +. _x_76 +. _x_48 +. _x_49 +. _x_50\l                             +. _x_51)\l                            \<=. (-372238333/2454859840)\l                         then 0\l                         else\l                           (372238333/2454859840 +. _x_75 +. _x_76 +. _x_48\l                            +. _x_49 +. _x_50 +. _x_51))\l                  +. 5337652199/2000000000\l                     *. (if (_x_77 +. _x_78 +. _x_55 +. _x_56 +. _x_57\l                             +. _x_58)\l                            \<=. 72146699557/306857480000\l                         then 0\l                         else\l                           ((-72146699557/306857480000) +. _x_77 +. _x_78\l                            +. _x_55 +. _x_56 +. _x_57 +. _x_58)))\l                 \<=. (-341987779/312500000)\l              then\l                28114831522503/7812500000000\l                +. 67395431164941/31250000000000 *. _x_65\l                +. (-60142453582761/31250000000000) *. _x_68\l                +. (-38230826571333/10000000000000) *. _x_71\l                +. (-33840866455803/62500000000000) *. _x_74\l                +. (-824339075780979/250000000000000) *. _x_52\l                +. 229289525512443/50000000000000 *. _x_59\l              else\l              if _x_60 \<=. (-29487779/312500000)\l              then\l                213430965464483/31250000000000\l                +. 732799213218501/125000000000000 *. _x_24\l                +. (-653936652747521/125000000000000) *. _x_31\l                +. (-415688706903613/40000000000000) *. _x_38\l                +. (-367956104513283/250000000000000) *. _x_45\l                +. (-8963145063634619/1000000000000000) *. _x_52\l                +. 2493094576152323/200000000000000 *. _x_59\l              else\l              if _x_60 \<=. 283012221/312500000\l              then\l                1852306369389/244140625000\l                +. 124497279820089/7812500000000 *. _x_24\l                +. (-111099101872869/7812500000000) *. _x_31\l                +. (-70622501127057/2500000000000) *. _x_38\l                +. (-62513077632687/15625000000000) *. _x_45\l                +. (-1522773440427591/62500000000000) *. _x_52\l                +. 423558714947247/12500000000000 *. _x_59\l              else if _x_60 \<=. 595512221/312500000 then … else …)\l             \>=.\l             (if _x_124 \<=. (-341987779/312500000)\l              then\l                28114831522503/7812500000000\l                +. 67395431164941/31250000000000 *. _x_127\l                +. (-60142453582761/31250000000000) *. _x_130\l                +. (-38230826571333/10000000000000) *. _x_133\l                +. (-33840866455803/62500000000000) *. _x_109\l                +. (-824339075780979/250000000000000) *. _x_116\l                +. 229289525512443/50000000000000 *. _x_123\l              else\l              if _x_124 \<=. (-29487779/312500000)\l              then\l                213430965464483/31250000000000\l                +. 732799213218501/125000000000000 *. _x_127\l                +. (-653936652747521/125000000000000) *. _x_130\l                +. (-415688706903613/40000000000000) *. _x_133\l                +. (-367956104513283/250000000000000) *. _x_109\l                +. (-8963145063634619/1000000000000000) *. _x_116\l                +. 2493094576152323/200000000000000 *. _x_123\l              else\l              if _x_124 \<=. 283012221/312500000\l              then\l                1852306369389/244140625000\l                +. 124497279820089/7812500000000 *. _x_127\l                +. (-111099101872869/7812500000000) *. _x_130\l                +. (-70622501127057/2500000000000) *. _x_133\l                +. (-62513077632687/15625000000000) *. _x_109\l                +. (-1522773440427591/62500000000000) *. _x_116\l                +. 423558714947247/12500000000000 *. _x_123\l              else if _x_124 \<=. 595512221/312500000 then … else …)\l          :expansions [] :rw [] :fc [])",shape=box,style=filled,fontname="courier",fontsize=14];
p_1043 -> p_1042 [label=""];
p_1042 [label="Sat (Some let a : nn_input =\l  \{month = Jan; day = Mon;\l   dmc =\l   (Q.of_string \"34488475412018474816057668883573284491387/146216076865308736859130548754459740000\");\l   temp =\l   (Q.of_string \"4827542871826564962026946476498199623/940296314246358436393122500028680000\");\l   rh =\l   (Q.of_string \"547376196190813475303118647582374101013/5848643074612349474365221950178389600\");\l   rain =\l   (Q.of_string \"12805584777365360965151270072358778762/4569252402040898026847829648576866875\")\}\llet b : nn_input =\l  \{month = Jan; day = Mon;\l   dmc =\l   (Q.of_string \"34488475412018474816057668883573284491387/146216076865308736859130548754459740000\");\l   temp = (Q.of_nativeint (0n));\l   rh =\l   (Q.of_string \"547376196190813475303118647582374101013/5848643074612349474365221950178389600\");\l   rain =\l   (Q.of_string \"12805584777365360965151270072358778762/4569252402040898026847829648576866875\")\}\l)",shape=box,style=filled,fontname="courier",fontsize=14];
}

Try this!

In [24]:

CX.a.temp;;
CX.b.temp;;
nn_model CX.a;;
nn_model CX.b;;

Out[24]:

- : real = 5.1340655054
- : real = 0.
- : real = 5.43475355804
- : real = 6.3890528676

Although the network doesn't satisfy our original verification statement we can restrict our setting in a sensible way in order to prove something slightly weaker:

There is very little data from winter months, and so the model is unlikely to generalise well here, hence we'll only consider non-winter months
We'll increase the tolerance in temperature to 10 degrees celsius
We'll increase the tolerance in area burned to 25 hectares

Try this!

In [25]:

let winter month = month = Oct || month = Nov || month = Dec || month = Jan || month = Feb

verify (fun a b ->
        is_valid_nn a &&
        is_valid_nn b &&
        a.month = b.month &&
        not (winter a.month) &&
        a.day = b.day &&
        a.dmc = b.dmc &&
        a.rh = b.rh &&
        a.rain = b.rain &&
        (a.temp -. 10.0) >=. b.temp ==>
        (nn_model a +. 25.0) >=. nn_model b)

Out[25]:

val winter : month -> bool = <fun>
- : nn_input -> nn_input -> bool = <fun>

Proved

proof
call graph

proof

ground_instances:

definitions:

inductions:

search_time:

9.982s

details:

Expand

smt_stats:

arith offset eqs:	24
num checks:	1
arith assert lower:	3158
arith tableau max rows:	63
arith tableau max columns:	217
arith pivots:	3380
rlimit count:	24452220
mk clause:	1475
restarts:	4
mk bool var:	1101
arith assert upper:	2549
datatype splits:	20
decisions:	2405
arith row summations:	101035
arith bound prop:	130
propagations:	20121
conflicts:	460
arith fixed eqs:	759
datatype accessor ax:	20
minimized lits:	481
arith conflicts:	254
arith num rows:	63
arith assert diseq:	1431
datatype constructor ax:	15
added eqs:	7852
del clause:	998
arith eq adapter:	444
time:	9.970000
memory:	11.720000
max memory:	13.500000
num allocs:	294794432096.000000

Expand

start[9.982s]
  let (_x_0 : real) = ( :var_0: ).dmc in
  let (_x_1 : real) = ( :var_0: ).temp in
  let (_x_2 : real) = ( :var_0: ).rh in
  let (_x_3 : real) = ( :var_0: ).rain in
  let (_x_4 : real) = ( :var_1: ).dmc in
  let (_x_5 : real) = ( :var_1: ).temp in
  let (_x_6 : real) = ( :var_1: ).rh in
  let (_x_7 : real) = ( :var_1: ).rain in
  let (_x_8 : month) = ( :var_0: ).month in
  let (_x_9 : real)
      = 5031/25000 *. … +. (-7861/50000) *. … +. (-19063/100000) *. …
        +. (-27281/50000) *. … +. 137/4000 *. … +. 6263/12500 *. …
        +. (-173/6250)
  in
  let (_x_10 : real)
      = 29103/100000 *. … +. 159/5000 *. … +. (-1021/6250) *. …
        +. 17919/100000 *. … +. 32971/100000 *. …
        +. (-21603/50000) *. … +. (-131/5000)
  in
  let (_x_11 : real)
      = 66419/100000 *. … +. 25399/100000 *. … +. 449/100000 *. …
        +. 3841/100000 *. … +. (-25741/50000) *. … +. 58299/100000 *. …
        +. 5929/50000
  in
  let (_x_12 : real)
      = 23799/50000 *. … +. (-18071/50000) *. … +. 38981/100000 *. …
        +. 1727/6250 *. … +. (-61231/100000) *. … +. (-1831/50000) *. …
        +. (-289/10000)
  in
  let (_x_13 : real)
      = 10277/100000 *. … +. (-28841/100000) *. … +. 4637/100000 *. …
        +. 3601/12500 *. … +. 5957/100000 *. … +. (-22041/100000) *. …
        +. 1827/10000
  in
  let (_x_14 : real)
      = 13901/25000 *. … +. (-803/20000) *. … +. 10557/100000 *. …
        +. 60757/100000 *. … +. (-16157/50000) *. …
        +. 47933/100000 *. … +. (-6219/25000)
  in
  let (_x_15 : real)
      = 444323/100000
        *. (3531/12500 *. (if _x_9 >. 0 then _x_9 else 0)
            +. (-3151/12500) *. (if _x_10 >. 0 then _x_10 else 0)
            +. (-2003/4000) *. (if _x_11 >. 0 then _x_11 else 0)
            +. (-1773/25000) *. (if _x_12 >. 0 then _x_12 else 0)
            +. (-43189/100000) *. (if _x_13 >. 0 then _x_13 else 0)
            +. 12013/20000 *. (if _x_14 >. 0 then _x_14 else 0) +. 1473/3125)
  in
  let (_x_16 : real)
      = 5031/25000 *. … +. (-7861/50000) *. … +. (-19063/100000) *. …
        +. (-27281/50000) *. … +. 137/4000 *. … +. 6263/12500 *. …
        +. (-173/6250)
  in
  let (_x_17 : real)
      = 29103/100000 *. … +. 159/5000 *. … +. (-1021/6250) *. …
        +. 17919/100000 *. … +. 32971/100000 *. …
        +. (-21603/50000) *. … +. (-131/5000)
  in
  let (_x_18 : real)
      = 66419/100000 *. … +. 25399/100000 *. … +. 449/100000 *. …
        +. 3841/100000 *. … +. (-25741/50000) *. … +. 58299/100000 *. …
        +. 5929/50000
  in
  let (_x_19 : real)
      = 23799/50000 *. … +. (-18071/50000) *. … +. 38981/100000 *. …
        +. 1727/6250 *. … +. (-61231/100000) *. … +. (-1831/50000) *. …
        +. (-289/10000)
  in
  let (_x_20 : real)
      = 10277/100000 *. … +. (-28841/100000) *. … +. 4637/100000 *. …
        +. 3601/12500 *. … +. 5957/100000 *. … +. (-22041/100000) *. …
        +. 1827/10000
  in
  let (_x_21 : real)
      = 13901/25000 *. … +. (-803/20000) *. … +. 10557/100000 *. …
        +. 60757/100000 *. … +. (-16157/50000) *. …
        +. 47933/100000 *. … +. (-6219/25000)
  in
  let (_x_22 : real)
      = 444323/100000
        *. (3531/12500 *. (if _x_16 >. 0 then _x_16 else 0)
            +. (-3151/12500) *. (if _x_17 >. 0 then _x_17 else 0)
            +. (-2003/4000) *. (if _x_18 >. 0 then _x_18 else 0)
            +. (-1773/25000) *. (if _x_19 >. 0 then _x_19 else 0)
            +. (-43189/100000) *. (if _x_20 >. 0 then _x_20 else 0)
            +. 12013/20000 *. (if _x_21 >. 0 then _x_21 else 0) +. 1473/3125)
  in
  (0 <=. _x_0
   && _x_0 <=. 500
      && 0 <=. _x_1
         && _x_1 <=. 40
            && 0 <=. _x_2 && _x_2 <=. 100 && 0 <=. _x_3 && _x_3 <=. 15)
  && (0 <=. _x_4
      && _x_4 <=. 500
         && 0 <=. _x_5
            && _x_5 <=. 40
               && 0 <=. _x_6 && _x_6 <=. 100 && 0 <=. _x_7 && _x_7 <=. 15)
     && _x_8 = ( :var_1: ).month
        && not
           (_x_8 = Oct
            || _x_8 = Nov || _x_8 = Dec || _x_8 = Jan || _x_8 = Feb)
           && ( :var_0: ).day = ( :var_1: ).day
              && _x_0 = _x_4
                 && _x_2 = _x_6 && _x_3 = _x_7 && (_x_1 -. 10) >=. _x_5
  ==> ((if _x_15 <=. 1 then _x_15 -. 0 *. 42957/25000
        else
        if _x_15 <=. 2 then _x_15 -. 15803/25000 *. 467077/100000
        else
        if _x_15 <=. 3 then _x_15 -. 149679/100000 *. 79353/6250
        else if _x_15 <=. 4 then … else …)
       +. 25)
      >=.
      (if _x_22 <=. 1 then _x_22 -. 0 *. 42957/25000
       else
       if _x_22 <=. 2 then _x_22 -. 15803/25000 *. 467077/100000
       else
       if _x_22 <=. 3 then _x_22 -. 149679/100000 *. 79353/6250
       else if _x_22 <=. 4 then … else …)

simplify

into:	let (_x_0 : real) = ( :var_0: ).dmc in let (_x_1 : real) = ( :var_0: ).temp in let (_x_2 : real) = ( :var_0: ).rh in let (_x_3 : real) = ( :var_0: ).rain in let (_x_4 : real) = ( :var_1: ).dmc in let (_x_5 : real) = ( :var_1: ).temp in let (_x_6 : real) = ( :var_1: ).rh in let (_x_7 : real) = ( :var_1: ).rain in let (_x_8 : month) = ( :var_0: ).month in let (_x_9 : month) = ( :var_1: ).month in let (_x_10 : bool) = _x_8 = Jan in let (_x_11 : bool) = _x_8 = Feb in let (_x_12 : day) = ( :var_0: ).day in let (_x_13 : day) = ( :var_1: ).day in let (_x_14 : bool) = _x_8 = Apr in let (_x_15 : bool) = _x_8 = Mar in let (_x_16 : real) = 5031/50000 . (if _x_10 then 67/500 else if _x_11 then 1/2 else if _x_15 then 1 else if _x_14 then 3/2 else …) in let (_x_17 : bool) = _x_12 = Fri in let (_x_18 : bool) = _x_12 = Wed \|\| _x_12 = Thu in let (_x_19 : bool) = _x_12 = Tue in let (_x_20 : bool) = _x_12 = Mon in let (_x_21 : real) = (-7861/95050) . (if _x_20 then 377/1000 else if _x_19 then 1223/1000 else if _x_18 then 1901/1000 else if _x_17 then 1223/1000 else …) in let (_x_22 : real) = (-19063/29020000) . _x_0 in let (_x_23 : real) = (-27281/1555000) . _x_1 in let (_x_24 : real) = 137/340000 . _x_2 in let (_x_25 : real) = 6263/80000 . _x_3 in let (_x_26 : real) = 29103/200000 . (if _x_10 then 67/500 else if _x_11 then 1/2 else if _x_15 then 1 else if _x_14 then 3/2 else …) in let (_x_27 : real) = 159/9505 . (if _x_20 then 377/1000 else if _x_19 then 1223/1000 else if _x_18 then 1901/1000 else if _x_17 then 1223/1000 else …) in let (_x_28 : real) = (-1021/1813750) . _x_0 in let (_x_29 : real) = 17919/3110000 . _x_1 in let (_x_30 : real) = 32971/8500000 . _x_2 in let (_x_31 : real) = (-21603/320000) . _x_3 in let (_x_32 : real) = 66419/200000 . (if _x_10 then 67/500 else if _x_11 then 1/2 else if _x_15 then 1 else if _x_14 then 3/2 else …) in let (_x_33 : real) = 25399/190100 . (if _x_20 then 377/1000 else if _x_19 then 1223/1000 else if _x_18 then 1901/1000 else if _x_17 then 1223/1000 else …) in let (_x_34 : real) = 449/29020000 . _x_0 in let (_x_35 : real) = 3841/3110000 . _x_1 in let (_x_36 : real) = (-25741/4250000) . _x_2 in let (_x_37 : real) = 58299/640000 . _x_3 in let (_x_38 : real) = 23799/100000 . (if _x_10 then 67/500 else if _x_11 then 1/2 else if _x_15 then 1 else if _x_14 then 3/2 else …) in let (_x_39 : real) = (-18071/95050) . (if _x_20 then 377/1000 else if _x_19 then 1223/1000 else if _x_18 then 1901/1000 else if _x_17 then 1223/1000 else …) in let (_x_40 : real) = 38981/29020000 . _x_0 in let (_x_41 : real) = 1727/194375 . _x_1 in let (_x_42 : real) = (-61231/8500000) . _x_2 in let (_x_43 : real) = (-1831/320000) . _x_3 in let (_x_44 : real) = 10277/200000 . (if _x_10 then 67/500 else if _x_11 then 1/2 else if _x_15 then 1 else if _x_14 then 3/2 else …) in let (_x_45 : real) = (-28841/190100) . (if _x_20 then 377/1000 else if _x_19 then 1223/1000 else if _x_18 then 1901/1000 else if _x_17 then 1223/1000 else …) in let (_x_46 : real) = 4637/29020000 . _x_0 in let (_x_47 : real) = 3601/388750 . _x_1 in let (_x_48 : real) = 5957/8500000 . _x_2 in let (_x_49 : real) = (-22041/640000) . _x_3 in let (_x_50 : real) = 13901/50000 . (if _x_10 then 67/500 else if _x_11 then 1/2 else if _x_15 then 1 else if _x_14 then 3/2 else …) in let (_x_51 : real) = (-803/38020) . (if _x_20 then 377/1000 else if _x_19 then 1223/1000 else if _x_18 then 1901/1000 else if _x_17 then 1223/1000 else …) in let (_x_52 : real) = 10557/29020000 . _x_0 in let (_x_53 : real) = 60757/3110000 . _x_1 in let (_x_54 : real) = (-16157/4250000) . _x_2 in let (_x_55 : real) = 47933/640000 . _x_3 in let (_x_56 : real) = if (_x_50 +. _x_51 +. _x_52 +. _x_53 +. _x_54 +. _x_55) <=. 72146699557/306857480000 then 0 else (-72146699557/306857480000) +. _x_50 +. _x_51 +. _x_52 +. _x_53 +. _x_54 +. _x_55 in let (_x_57 : real) = 1568904513/1250000000 . (if (_x_16 +. _x_21 +. _x_22 +. _x_23 +. _x_24 +. _x_25) <=. (-1716983137/306857480000) then 0 else (1716983137/306857480000 +. _x_16 +. _x_21 +. _x_22 +. _x_23 +. _x_24 +. _x_25)) +. (-1400061773/1250000000) . (if (_x_26 +. _x_27 +. _x_28 +. _x_29 +. _x_30 +. _x_31) <=. 73983893263/767143700000 then 0 else ((-73983893263/767143700000) +. _x_26 +. _x_27 +. _x_28 +. _x_29 +. _x_30 +. _x_31)) +. (-889978969/400000000) . (if (_x_32 +. _x_33 +. _x_34 +. _x_35 +. _x_36 +. _x_37) <=. (-317131778543/1534287400000) then 0 else (317131778543/1534287400000 +. _x_32 +. _x_33 +. _x_34 +. _x_35 +. _x_36 +. _x_37)) +. (-787784679/2500000000) . (if (_x_38 +. _x_39 +. _x_40 +. _x_41 +. _x_42 +. _x_43) <=. (-89188713933/1534287400000) then 0 else (89188713933/1534287400000 +. _x_38 +. _x_39 +. _x_40 +. _x_41 +. _x_42 +. _x_43)) +. (-19189866047/10000000000) . (if (_x_44 +. _x_45 +. _x_46 +. _x_47 +. _x_48 +. _x_49) <=. (-372238333/2454859840) then 0 else (372238333/2454859840 +. _x_44 +. _x_45 +. _x_46 +. _x_47 +. _x_48 +. _x_49)) +. 5337652199/2000000000 . _x_56 in let (_x_58 : real) = 5031/50000 . (if _x_10 then 67/500 else if _x_11 then 1/2 else if _x_15 then 1 else …) in let (_x_59 : real) = (-7861/95050) . (if _x_20 then 377/1000 else if _x_19 then 1223/1000 else if _x_18 then 1901/1000 else …) in let (_x_60 : real) = if (_x_58 +. _x_59 +. _x_22 +. _x_23 +. _x_24 +. _x_25) <=. (-1716983137/306857480000) then 0 else 1716983137/306857480000 +. _x_58 +. _x_59 +. _x_22 +. _x_23 +. _x_24 +. _x_25 in let (_x_61 : real) = 29103/200000 . (if _x_10 then 67/500 else if _x_11 then 1/2 else if _x_15 then 1 else …) in let (_x_62 : real) = 159/9505 . (if _x_20 then 377/1000 else if _x_19 then 1223/1000 else if _x_18 then 1901/1000 else …) in let (_x_63 : real) = if (_x_61 +. _x_62 +. _x_28 +. _x_29 +. _x_30 +. _x_31) <=. 73983893263/767143700000 then 0 else (-73983893263/767143700000) +. _x_61 +. _x_62 +. _x_28 +. _x_29 +. _x_30 +. _x_31 in let (_x_64 : real) = 66419/200000 . (if _x_10 then 67/500 else if _x_11 then 1/2 else if _x_15 then 1 else …) in let (_x_65 : real) = 25399/190100 . (if _x_20 then 377/1000 else if _x_19 then 1223/1000 else if _x_18 then 1901/1000 else …) in let (_x_66 : real) = if (_x_64 +. _x_65 +. _x_34 +. _x_35 +. _x_36 +. _x_37) <=. (-317131778543/1534287400000) then 0 else 317131778543/1534287400000 +. _x_64 +. _x_65 +. _x_34 +. _x_35 +. _x_36 +. _x_37 in let (_x_67 : real) = 23799/100000 . (if _x_10 then 67/500 else if _x_11 then 1/2 else if _x_15 then 1 else …) in let (_x_68 : real) = (-18071/95050) . (if _x_20 then 377/1000 else if _x_19 then 1223/1000 else if _x_18 then 1901/1000 else …) in let (_x_69 : real) = if (_x_67 +. _x_68 +. _x_40 +. _x_41 +. _x_42 +. _x_43) <=. (-89188713933/1534287400000) then 0 else 89188713933/1534287400000 +. _x_67 +. _x_68 +. _x_40 +. _x_41 +. _x_42 +. _x_43 in let (_x_70 : real) = 10277/200000 . (if _x_10 then 67/500 else if _x_11 then 1/2 else if _x_15 then 1 else …) in let (_x_71 : real) = (-28841/190100) . (if _x_20 then 377/1000 else if _x_19 then 1223/1000 else if _x_18 then 1901/1000 else …) in let (_x_72 : real) = if (_x_70 +. _x_71 +. _x_46 +. _x_47 +. _x_48 +. _x_49) <=. (-372238333/2454859840) then 0 else 372238333/2454859840 +. _x_70 +. _x_71 +. _x_46 +. _x_47 +. _x_48 +. _x_49 in let (_x_73 : bool) = _x_9 = Apr in let (_x_74 : bool) = _x_9 = Mar in let (_x_75 : bool) = _x_9 = Feb in let (_x_76 : bool) = _x_9 = Jan in let (_x_77 : real) = 5031/50000 . (if _x_76 then 67/500 else if _x_75 then 1/2 else if _x_74 then 1 else if _x_73 then 3/2 else …) in let (_x_78 : bool) = _x_13 = Fri in let (_x_79 : bool) = _x_13 = Wed \|\| _x_13 = Thu in let (_x_80 : bool) = _x_13 = Tue in let (_x_81 : bool) = _x_13 = Mon in let (_x_82 : real) = (-7861/95050) . (if _x_81 then 377/1000 else if _x_80 then 1223/1000 else if _x_79 then 1901/1000 else if _x_78 then 1223/1000 else …) in let (_x_83 : real) = (-19063/29020000) . _x_4 in let (_x_84 : real) = (-27281/1555000) . _x_5 in let (_x_85 : real) = 137/340000 . _x_6 in let (_x_86 : real) = 6263/80000 . _x_7 in let (_x_87 : real) = 29103/200000 . (if _x_76 then 67/500 else if _x_75 then 1/2 else if _x_74 then 1 else if _x_73 then 3/2 else …) in let (_x_88 : real) = 159/9505 . (if _x_81 then 377/1000 else if _x_80 then 1223/1000 else if _x_79 then 1901/1000 else if _x_78 then 1223/1000 else …) in let (_x_89 : real) = (-1021/1813750) . _x_4 in let (_x_90 : real) = 17919/3110000 . _x_5 in let (_x_91 : real) = 32971/8500000 . _x_6 in let (_x_92 : real) = (-21603/320000) . _x_7 in let (_x_93 : real) = 66419/200000 . (if _x_76 then 67/500 else if _x_75 then 1/2 else if _x_74 then 1 else if _x_73 then 3/2 else …) in let (_x_94 : real) = 25399/190100 . (if _x_81 then 377/1000 else if _x_80 then 1223/1000 else if _x_79 then 1901/1000 else if _x_78 then 1223/1000 else …) in let (_x_95 : real) = 449/29020000 . _x_4 in let (_x_96 : real) = 3841/3110000 . _x_5 in let (_x_97 : real) = (-25741/4250000) . _x_6 in let (_x_98 : real) = 58299/640000 . _x_7 in let (_x_99 : real) = 38981/29020000 . _x_4 in let (_x_100 : real) = 1727/194375 . _x_5 in let (_x_101 : real) = (-61231/8500000) . _x_6 in let (_x_102 : real) = (-1831/320000) . _x_7 in let (_x_103 : real) = if (23799/100000 . (if _x_76 then 67/500 else if _x_75 then 1/2 else if _x_74 then 1 else if _x_73 then 3/2 else …) +. (-18071/95050) . (if _x_81 then 377/1000 else if _x_80 then 1223/1000 else if _x_79 then 1901/1000 else if _x_78 then 1223/1000 else …) +. _x_99 +. _x_100 +. _x_101 +. _x_102) <=. (-89188713933/1534287400000) then 0 else 89188713933/1534287400000 +. 23799/100000 . (if _x_76 then 67/500 else if _x_75 then 1/2 else if _x_74 then 1 else …) +. (-18071/95050) . (if _x_81 then 377/1000 else if _x_80 then 1223/1000 else if _x_79 then 1901/1000 else …) +. _x_99 +. _x_100 +. _x_101 +. _x_102 in let (_x_104 : real) = 10277/200000 . (if _x_76 then 67/500 else if _x_75 then 1/2 else if _x_74 then 1 else if _x_73 then 3/2 else …) in let (_x_105 : real) = (-28841/190100) . (if _x_81 then 377/1000 else if _x_80 then 1223/1000 else if _x_79 then 1901/1000 else if _x_78 then 1223/1000 else …) in let (_x_106 : real) = 4637/29020000 . _x_4 in let (_x_107 : real) = 3601/388750 . _x_5 in let (_x_108 : real) = 5957/8500000 . _x_6 in let (_x_109 : real) = (-22041/640000) . _x_7 in let (_x_110 : real) = if (_x_104 +. _x_105 +. _x_106 +. _x_107 +. _x_108 +. _x_109) <=. (-372238333/2454859840) then 0 else 372238333/2454859840 +. _x_104 +. _x_105 +. _x_106 +. _x_107 +. _x_108 +. _x_109 in let (_x_111 : real) = 13901/50000 . (if _x_76 then 67/500 else if _x_75 then 1/2 else if _x_74 then 1 else if _x_73 then 3/2 else …) in let (_x_112 : real) = (-803/38020) . (if _x_81 then 377/1000 else if _x_80 then 1223/1000 else if _x_79 then 1901/1000 else if _x_78 then 1223/1000 else …) in let (_x_113 : real) = 10557/29020000 . _x_4 in let (_x_114 : real) = 60757/3110000 . _x_5 in let (_x_115 : real) = (-16157/4250000) . _x_6 in let (_x_116 : real) = 47933/640000 . _x_7 in let (_x_117 : real) = if (_x_111 +. _x_112 +. _x_113 +. _x_114 +. _x_115 +. _x_116) <=. 72146699557/306857480000 then 0 else (-72146699557/306857480000) +. _x_111 +. _x_112 +. _x_113 +. _x_114 +. _x_115 +. _x_116 in let (_x_118 : real) = 1568904513/1250000000 . (if (_x_77 +. _x_82 +. _x_83 +. _x_84 +. _x_85 +. _x_86) <=. (-1716983137/306857480000) then 0 else (1716983137/306857480000 +. _x_77 +. _x_82 +. _x_83 +. _x_84 +. _x_85 +. _x_86)) +. (-1400061773/1250000000) . (if (_x_87 +. _x_88 +. _x_89 +. _x_90 +. _x_91 +. _x_92) <=. 73983893263/767143700000 then 0 else ((-73983893263/767143700000) +. _x_87 +. _x_88 +. _x_89 +. _x_90 +. _x_91 +. _x_92)) +. (-889978969/400000000) . (if (_x_93 +. _x_94 +. _x_95 +. _x_96 +. _x_97 +. _x_98) <=. (-317131778543/1534287400000) then 0 else (317131778543/1534287400000 +. _x_93 +. _x_94 +. _x_95 +. _x_96 +. _x_97 +. _x_98)) +. (-787784679/2500000000) . _x_103 +. (-19189866047/10000000000) . _x_110 +. 5337652199/2000000000 . _x_117 in let (_x_119 : real) = 5031/50000 . (if _x_76 then 67/500 else if _x_75 then 1/2 else if _x_74 then 1 else …) in let (_x_120 : real) = (-7861/95050) . (if _x_81 then 377/1000 else if _x_80 then 1223/1000 else if _x_79 then 1901/1000 else …) in let (_x_121 : real) = if (_x_119 +. _x_120 +. _x_83 +. _x_84 +. _x_85 +. _x_86) <=. (-1716983137/306857480000) then 0 else 1716983137/306857480000 +. _x_119 +. _x_120 +. _x_83 +. _x_84 +. _x_85 +. _x_86 in let (_x_122 : real) = 29103/200000 . (if _x_76 then 67/500 else if _x_75 then 1/2 else if _x_74 then 1 else …) in let (_x_123 : real) = 159/9505 . (if _x_81 then 377/1000 else if _x_80 then 1223/1000 else if _x_79 then 1901/1000 else …) in let (_x_124 : real) = if (_x_122 +. _x_123 +. _x_89 +. _x_90 +. _x_91 +. _x_92) <=. 73983893263/767143700000 then 0 else (-73983893263/767143700000) +. _x_122 +. _x_123 +. _x_89 +. _x_90 +. _x_91 +. _x_92 in let (_x_125 : real) = 66419/200000 . (if _x_76 then 67/500 else if _x_75 then 1/2 else if _x_74 then 1 else …) in let (_x_126 : real) = 25399/190100 . (if _x_81 then 377/1000 else if _x_80 then 1223/1000 else if _x_79 then 1901/1000 else …) in let (_x_127 : real) = if (_x_125 +. _x_126 +. _x_95 +. _x_96 +. _x_97 +. _x_98) <=. (-317131778543/1534287400000) then 0 else 317131778543/1534287400000 +. _x_125 +. _x_126 +. _x_95 +. _x_96 +. _x_97 +. _x_98 in not ((((((((((((((((((((((0 <=. _x_0 && _x_0 <=. 500) && 0 <=. _x_1) && _x_1 <=. 40) && 0 <=. _x_2) && _x_2 <=. 100) && 0 <=. _x_3) && _x_3 <=. 15) && 0 <=. _x_4) && _x_4 <=. 500) && 0 <=. _x_5) && _x_5 <=. 40) && 0 <=. _x_6) && _x_6 <=. 100) && 0 <=. _x_7) && _x_7 <=. 15) && _x_8 = _x_9) && not ((((_x_8 = Oct \|\| _x_8 = Nov) \|\| _x_8 = Dec) \|\| _x_10) \|\| _x_11)) && _x_12 = _x_13) && _x_0 = _x_4) && _x_2 = _x_6) && _x_3 = _x_7) && _x_1 >=. (10 +. _x_5)) \|\| (if _x_57 <=. (-341987779/312500000) then 28114831522503/7812500000000 +. 67395431164941/31250000000000 . _x_60 +. (-60142453582761/31250000000000) . _x_63 +. (-38230826571333/10000000000000) . _x_66 +. (-33840866455803/62500000000000) . _x_69 +. (-824339075780979/250000000000000) . _x_72 +. 229289525512443/50000000000000 . _x_56 else if _x_57 <=. (-29487779/312500000) then 213430965464483/31250000000000 +. 732799213218501/125000000000000 . _x_60 +. (-653936652747521/125000000000000) . _x_63 +. (-415688706903613/40000000000000) . _x_66 +. (-367956104513283/250000000000000) . _x_69 +. (-8963145063634619/1000000000000000) . _x_72 +. 2493094576152323/200000000000000 . _x_56 else if _x_57 <=. 283012221/312500000 then 1852306369389/244140625000 +. 124497279820089/7812500000000 . _x_60 +. (-111099101872869/7812500000000) . _x_63 +. (-70622501127057/2500000000000) . _x_66 +. (-62513077632687/15625000000000) . _x_69 +. (-1522773440427591/62500000000000) . _x_72 +. 423558714947247/12500000000000 . _x_56 else if _x_57 <=. 595512221/312500000 then … else …) >=. ((-25) +. (if _x_118 <=. (-341987779/312500000) then 28114831522503/7812500000000 +. 67395431164941/31250000000000 . _x_121 +. (-60142453582761/31250000000000) . _x_124 +. (-38230826571333/10000000000000) . _x_127 +. (-33840866455803/62500000000000) . _x_103 +. (-824339075780979/250000000000000) . _x_110 +. 229289525512443/50000000000000 . _x_117 else if _x_118 <=. (-29487779/312500000) then 213430965464483/31250000000000 +. 732799213218501/125000000000000 . _x_121 +. (-653936652747521/125000000000000) . _x_124 +. (-415688706903613/40000000000000) . _x_127 +. (-367956104513283/250000000000000) . _x_103 +. (-8963145063634619/1000000000000000) . _x_110 +. 2493094576152323/200000000000000 . _x_117 else if _x_118 <=. 283012221/312500000 then 1852306369389/244140625000 +. 124497279820089/7812500000000 . _x_121 +. (-111099101872869/7812500000000) . _x_124 +. (-70622501127057/2500000000000) . _x_127 +. (-62513077632687/15625000000000) . _x_103 +. (-1522773440427591/62500000000000) . _x_110 +. 423558714947247/12500000000000 . _x_117 else if _x_118 <=. 595512221/312500000 then … else …))
expansions:	[]
rewrite_steps:
forward_chaining:

Unsat

digraph "proof" {
p_1047 [label="Start (let (_x_0 : real) = ( :var_0: ).dmc in\l       let (_x_1 : real) = ( :var_0: ).temp in\l       let (_x_2 : real) = ( :var_0: ).rh in\l       let (_x_3 : real) = ( :var_0: ).rain in\l       let (_x_4 : real) = ( :var_1: ).dmc in\l       let (_x_5 : real) = ( :var_1: ).temp in\l       let (_x_6 : real) = ( :var_1: ).rh in\l       let (_x_7 : real) = ( :var_1: ).rain in\l       let (_x_8 : month) = ( :var_0: ).month in\l       let (_x_9 : real)\l           = 5031/25000 *. … +. (-7861/50000) *. …\l             +. (-19063/100000) *. … +. (-27281/50000) *. …\l             +. 137/4000 *. … +. 6263/12500 *. … +. (-173/6250)\l       in\l       let (_x_10 : real)\l           = 29103/100000 *. … +. 159/5000 *. … +. (-1021/6250) *. …\l             +. 17919/100000 *. … +. 32971/100000 *. …\l             +. (-21603/50000) *. … +. (-131/5000)\l       in\l       let (_x_11 : real)\l           = 66419/100000 *. … +. 25399/100000 *. … +. 449/100000 *. …\l             +. 3841/100000 *. … +. (-25741/50000) *. …\l             +. 58299/100000 *. … +. 5929/50000\l       in\l       let (_x_12 : real)\l           = 23799/50000 *. … +. (-18071/50000) *. …\l             +. 38981/100000 *. … +. 1727/6250 *. …\l             +. (-61231/100000) *. … +. (-1831/50000) *. …\l             +. (-289/10000)\l       in\l       let (_x_13 : real)\l           = 10277/100000 *. … +. (-28841/100000) *. …\l             +. 4637/100000 *. … +. 3601/12500 *. … +. 5957/100000 *. …\l             +. (-22041/100000) *. … +. 1827/10000\l       in\l       let (_x_14 : real)\l           = 13901/25000 *. … +. (-803/20000) *. … +. 10557/100000 *. …\l             +. 60757/100000 *. … +. (-16157/50000) *. …\l             +. 47933/100000 *. … +. (-6219/25000)\l       in\l       let (_x_15 : real)\l           = 444323/100000\l             *. (3531/12500 *. (if _x_9 \>. 0 then _x_9 else 0)\l                 +. (-3151/12500) *. (if _x_10 \>. 0 then _x_10 else 0)\l                 +. (-2003/4000) *. (if _x_11 \>. 0 then _x_11 else 0)\l                 +. (-1773/25000) *. (if _x_12 \>. 0 then _x_12 else 0)\l                 +. (-43189/100000) *. (if _x_13 \>. 0 then _x_13 else 0)\l                 +. 12013/20000 *. (if _x_14 \>. 0 then _x_14 else 0)\l                 +. 1473/3125)\l       in\l       let (_x_16 : real)\l           = 5031/25000 *. … +. (-7861/50000) *. …\l             +. (-19063/100000) *. … +. (-27281/50000) *. …\l             +. 137/4000 *. … +. 6263/12500 *. … +. (-173/6250)\l       in\l       let (_x_17 : real)\l           = 29103/100000 *. … +. 159/5000 *. … +. (-1021/6250) *. …\l             +. 17919/100000 *. … +. 32971/100000 *. …\l             +. (-21603/50000) *. … +. (-131/5000)\l       in\l       let (_x_18 : real)\l           = 66419/100000 *. … +. 25399/100000 *. … +. 449/100000 *. …\l             +. 3841/100000 *. … +. (-25741/50000) *. …\l             +. 58299/100000 *. … +. 5929/50000\l       in\l       let (_x_19 : real)\l           = 23799/50000 *. … +. (-18071/50000) *. …\l             +. 38981/100000 *. … +. 1727/6250 *. …\l             +. (-61231/100000) *. … +. (-1831/50000) *. …\l             +. (-289/10000)\l       in\l       let (_x_20 : real)\l           = 10277/100000 *. … +. (-28841/100000) *. …\l             +. 4637/100000 *. … +. 3601/12500 *. … +. 5957/100000 *. …\l             +. (-22041/100000) *. … +. 1827/10000\l       in\l       let (_x_21 : real)\l           = 13901/25000 *. … +. (-803/20000) *. … +. 10557/100000 *. …\l             +. 60757/100000 *. … +. (-16157/50000) *. …\l             +. 47933/100000 *. … +. (-6219/25000)\l       in\l       let (_x_22 : real)\l           = 444323/100000\l             *. (3531/12500 *. (if _x_16 \>. 0 then _x_16 else 0)\l                 +. (-3151/12500) *. (if _x_17 \>. 0 then _x_17 else 0)\l                 +. (-2003/4000) *. (if _x_18 \>. 0 then _x_18 else 0)\l                 +. (-1773/25000) *. (if _x_19 \>. 0 then _x_19 else 0)\l                 +. (-43189/100000) *. (if _x_20 \>. 0 then _x_20 else 0)\l                 +. 12013/20000 *. (if _x_21 \>. 0 then _x_21 else 0)\l                 +. 1473/3125)\l       in\l       (0 \<=. _x_0\l        && _x_0 \<=. 500\l           && 0 \<=. _x_1\l              && _x_1 \<=. 40\l                 && 0 \<=. _x_2 && _x_2 \<=. 100 && 0 \<=. _x_3 && _x_3 \<=. 15)\l       && (0 \<=. _x_4\l           && _x_4 \<=. 500\l              && 0 \<=. _x_5\l                 && _x_5 \<=. 40\l                    && 0 \<=. _x_6\l                       && _x_6 \<=. 100 && 0 \<=. _x_7 && _x_7 \<=. 15)\l          && _x_8 = ( :var_1: ).month\l             && not\l                (_x_8 = Oct\l                 \|\| _x_8 = Nov \|\| _x_8 = Dec \|\| _x_8 = Jan \|\| _x_8 = Feb)\l                && ( :var_0: ).day = ( :var_1: ).day\l                   && _x_0 = _x_4\l                      && _x_2 = _x_6 && _x_3 = _x_7 && (_x_1 -. 10) \>=. _x_5\l       ==\> ((if _x_15 \<=. 1 then _x_15 -. 0 *. 42957/25000\l             else\l             if _x_15 \<=. 2 then _x_15 -. 15803/25000 *. 467077/100000\l             else\l             if _x_15 \<=. 3 then _x_15 -. 149679/100000 *. 79353/6250\l             else if _x_15 \<=. 4 then … else …)\l            +. 25)\l           \>=.\l           (if _x_22 \<=. 1 then _x_22 -. 0 *. 42957/25000\l            else\l            if _x_22 \<=. 2 then _x_22 -. 15803/25000 *. 467077/100000\l            else\l            if _x_22 \<=. 3 then _x_22 -. 149679/100000 *. 79353/6250\l            else if _x_22 \<=. 4 then … else …)\l       :time 9.982s)",shape=box,style=filled,fontname="courier",fontsize=14];
p_1047 -> p_1046 [label=""];
p_1046 [label="Simplify (let (_x_0 : real) = ( :var_0: ).dmc in\l          let (_x_1 : real) = ( :var_0: ).temp in\l          let (_x_2 : real) = ( :var_0: ).rh in\l          let (_x_3 : real) = ( :var_0: ).rain in\l          let (_x_4 : real) = ( :var_1: ).dmc in\l          let (_x_5 : real) = ( :var_1: ).temp in\l          let (_x_6 : real) = ( :var_1: ).rh in\l          let (_x_7 : real) = ( :var_1: ).rain in\l          let (_x_8 : month) = ( :var_0: ).month in\l          let (_x_9 : month) = ( :var_1: ).month in\l          let (_x_10 : bool) = _x_8 = Jan in\l          let (_x_11 : bool) = _x_8 = Feb in\l          let (_x_12 : day) = ( :var_0: ).day in\l          let (_x_13 : day) = ( :var_1: ).day in\l          let (_x_14 : bool) = _x_8 = Apr in\l          let (_x_15 : bool) = _x_8 = Mar in\l          let (_x_16 : real)\l              = 5031/50000\l                *. (if _x_10 then 67/500\l                    else\l                    if _x_11 then 1/2\l                    else if _x_15 then 1 else if _x_14 then 3/2 else …)\l          in\l          let (_x_17 : bool) = _x_12 = Fri in\l          let (_x_18 : bool) = _x_12 = Wed \|\| _x_12 = Thu in\l          let (_x_19 : bool) = _x_12 = Tue in\l          let (_x_20 : bool) = _x_12 = Mon in\l          let (_x_21 : real)\l              = (-7861/95050)\l                *. (if _x_20 then 377/1000\l                    else\l                    if _x_19 then 1223/1000\l                    else\l                    if _x_18 then 1901/1000\l                    else if _x_17 then 1223/1000 else …)\l          in\l          let (_x_22 : real) = (-19063/29020000) *. _x_0 in\l          let (_x_23 : real) = (-27281/1555000) *. _x_1 in\l          let (_x_24 : real) = 137/340000 *. _x_2 in\l          let (_x_25 : real) = 6263/80000 *. _x_3 in\l          let (_x_26 : real)\l              = 29103/200000\l                *. (if _x_10 then 67/500\l                    else\l                    if _x_11 then 1/2\l                    else if _x_15 then 1 else if _x_14 then 3/2 else …)\l          in\l          let (_x_27 : real)\l              = 159/9505\l                *. (if _x_20 then 377/1000\l                    else\l                    if _x_19 then 1223/1000\l                    else\l                    if _x_18 then 1901/1000\l                    else if _x_17 then 1223/1000 else …)\l          in\l          let (_x_28 : real) = (-1021/1813750) *. _x_0 in\l          let (_x_29 : real) = 17919/3110000 *. _x_1 in\l          let (_x_30 : real) = 32971/8500000 *. _x_2 in\l          let (_x_31 : real) = (-21603/320000) *. _x_3 in\l          let (_x_32 : real)\l              = 66419/200000\l                *. (if _x_10 then 67/500\l                    else\l                    if _x_11 then 1/2\l                    else if _x_15 then 1 else if _x_14 then 3/2 else …)\l          in\l          let (_x_33 : real)\l              = 25399/190100\l                *. (if _x_20 then 377/1000\l                    else\l                    if _x_19 then 1223/1000\l                    else\l                    if _x_18 then 1901/1000\l                    else if _x_17 then 1223/1000 else …)\l          in\l          let (_x_34 : real) = 449/29020000 *. _x_0 in\l          let (_x_35 : real) = 3841/3110000 *. _x_1 in\l          let (_x_36 : real) = (-25741/4250000) *. _x_2 in\l          let (_x_37 : real) = 58299/640000 *. _x_3 in\l          let (_x_38 : real)\l              = 23799/100000\l                *. (if _x_10 then 67/500\l                    else\l                    if _x_11 then 1/2\l                    else if _x_15 then 1 else if _x_14 then 3/2 else …)\l          in\l          let (_x_39 : real)\l              = (-18071/95050)\l                *. (if _x_20 then 377/1000\l                    else\l                    if _x_19 then 1223/1000\l                    else\l                    if _x_18 then 1901/1000\l                    else if _x_17 then 1223/1000 else …)\l          in\l          let (_x_40 : real) = 38981/29020000 *. _x_0 in\l          let (_x_41 : real) = 1727/194375 *. _x_1 in\l          let (_x_42 : real) = (-61231/8500000) *. _x_2 in\l          let (_x_43 : real) = (-1831/320000) *. _x_3 in\l          let (_x_44 : real)\l              = 10277/200000\l                *. (if _x_10 then 67/500\l                    else\l                    if _x_11 then 1/2\l                    else if _x_15 then 1 else if _x_14 then 3/2 else …)\l          in\l          let (_x_45 : real)\l              = (-28841/190100)\l                *. (if _x_20 then 377/1000\l                    else\l                    if _x_19 then 1223/1000\l                    else\l                    if _x_18 then 1901/1000\l                    else if _x_17 then 1223/1000 else …)\l          in\l          let (_x_46 : real) = 4637/29020000 *. _x_0 in\l          let (_x_47 : real) = 3601/388750 *. _x_1 in\l          let (_x_48 : real) = 5957/8500000 *. _x_2 in\l          let (_x_49 : real) = (-22041/640000) *. _x_3 in\l          let (_x_50 : real)\l              = 13901/50000\l                *. (if _x_10 then 67/500\l                    else\l                    if _x_11 then 1/2\l                    else if _x_15 then 1 else if _x_14 then 3/2 else …)\l          in\l          let (_x_51 : real)\l              = (-803/38020)\l                *. (if _x_20 then 377/1000\l                    else\l                    if _x_19 then 1223/1000\l                    else\l                    if _x_18 then 1901/1000\l                    else if _x_17 then 1223/1000 else …)\l          in\l          let (_x_52 : real) = 10557/29020000 *. _x_0 in\l          let (_x_53 : real) = 60757/3110000 *. _x_1 in\l          let (_x_54 : real) = (-16157/4250000) *. _x_2 in\l          let (_x_55 : real) = 47933/640000 *. _x_3 in\l          let (_x_56 : real)\l              = if (_x_50 +. _x_51 +. _x_52 +. _x_53 +. _x_54 +. _x_55) \<=.\l                   72146699557/306857480000\l                then 0\l                else\l                  (-72146699557/306857480000) +. _x_50 +. _x_51 +. _x_52\l                  +. _x_53 +. _x_54 +. _x_55\l          in\l          let (_x_57 : real)\l              = 1568904513/1250000000\l                *. (if (_x_16 +. _x_21 +. _x_22 +. _x_23 +. _x_24 +. _x_25)\l                       \<=. (-1716983137/306857480000)\l                    then 0\l                    else\l                      (1716983137/306857480000 +. _x_16 +. _x_21 +. _x_22\l                       +. _x_23 +. _x_24 +. _x_25))\l                +. (-1400061773/1250000000)\l                   *. (if (_x_26 +. _x_27 +. _x_28 +. _x_29 +. _x_30 +. _x_31)\l                          \<=. 73983893263/767143700000\l                       then 0\l                       else\l                         ((-73983893263/767143700000) +. _x_26 +. _x_27\l                          +. _x_28 +. _x_29 +. _x_30 +. _x_31))\l                +. (-889978969/400000000)\l                   *. (if (_x_32 +. _x_33 +. _x_34 +. _x_35 +. _x_36 +. _x_37)\l                          \<=. (-317131778543/1534287400000)\l                       then 0\l                       else\l                         (317131778543/1534287400000 +. _x_32 +. _x_33\l                          +. _x_34 +. _x_35 +. _x_36 +. _x_37))\l                +. (-787784679/2500000000)\l                   *. (if (_x_38 +. _x_39 +. _x_40 +. _x_41 +. _x_42 +. _x_43)\l                          \<=. (-89188713933/1534287400000)\l                       then 0\l                       else\l                         (89188713933/1534287400000 +. _x_38 +. _x_39\l                          +. _x_40 +. _x_41 +. _x_42 +. _x_43))\l                +. (-19189866047/10000000000)\l                   *. (if (_x_44 +. _x_45 +. _x_46 +. _x_47 +. _x_48 +. _x_49)\l                          \<=. (-372238333/2454859840)\l                       then 0\l                       else\l                         (372238333/2454859840 +. _x_44 +. _x_45 +. _x_46\l                          +. _x_47 +. _x_48 +. _x_49))\l                +. 5337652199/2000000000 *. _x_56\l          in\l          let (_x_58 : real)\l              = 5031/50000\l                *. (if _x_10 then 67/500\l                    else if _x_11 then 1/2 else if _x_15 then 1 else …)\l          in\l          let (_x_59 : real)\l              = (-7861/95050)\l                *. (if _x_20 then 377/1000\l                    else\l                    if _x_19 then 1223/1000\l                    else if _x_18 then 1901/1000 else …)\l          in\l          let (_x_60 : real)\l              = if (_x_58 +. _x_59 +. _x_22 +. _x_23 +. _x_24 +. _x_25) \<=.\l                   (-1716983137/306857480000)\l                then 0\l                else\l                  1716983137/306857480000 +. _x_58 +. _x_59 +. _x_22 +. _x_23\l                  +. _x_24 +. _x_25\l          in\l          let (_x_61 : real)\l              = 29103/200000\l                *. (if _x_10 then 67/500\l                    else if _x_11 then 1/2 else if _x_15 then 1 else …)\l          in\l          let (_x_62 : real)\l              = 159/9505\l                *. (if _x_20 then 377/1000\l                    else\l                    if _x_19 then 1223/1000\l                    else if _x_18 then 1901/1000 else …)\l          in\l          let (_x_63 : real)\l              = if (_x_61 +. _x_62 +. _x_28 +. _x_29 +. _x_30 +. _x_31) \<=.\l                   73983893263/767143700000\l                then 0\l                else\l                  (-73983893263/767143700000) +. _x_61 +. _x_62 +. _x_28\l                  +. _x_29 +. _x_30 +. _x_31\l          in\l          let (_x_64 : real)\l              = 66419/200000\l                *. (if _x_10 then 67/500\l                    else if _x_11 then 1/2 else if _x_15 then 1 else …)\l          in\l          let (_x_65 : real)\l              = 25399/190100\l                *. (if _x_20 then 377/1000\l                    else\l                    if _x_19 then 1223/1000\l                    else if _x_18 then 1901/1000 else …)\l          in\l          let (_x_66 : real)\l              = if (_x_64 +. _x_65 +. _x_34 +. _x_35 +. _x_36 +. _x_37) \<=.\l                   (-317131778543/1534287400000)\l                then 0\l                else\l                  317131778543/1534287400000 +. _x_64 +. _x_65 +. _x_34\l                  +. _x_35 +. _x_36 +. _x_37\l          in\l          let (_x_67 : real)\l              = 23799/100000\l                *. (if _x_10 then 67/500\l                    else if _x_11 then 1/2 else if _x_15 then 1 else …)\l          in\l          let (_x_68 : real)\l              = (-18071/95050)\l                *. (if _x_20 then 377/1000\l                    else\l                    if _x_19 then 1223/1000\l                    else if _x_18 then 1901/1000 else …)\l          in\l          let (_x_69 : real)\l              = if (_x_67 +. _x_68 +. _x_40 +. _x_41 +. _x_42 +. _x_43) \<=.\l                   (-89188713933/1534287400000)\l                then 0\l                else\l                  89188713933/1534287400000 +. _x_67 +. _x_68 +. _x_40\l                  +. _x_41 +. _x_42 +. _x_43\l          in\l          let (_x_70 : real)\l              = 10277/200000\l                *. (if _x_10 then 67/500\l                    else if _x_11 then 1/2 else if _x_15 then 1 else …)\l          in\l          let (_x_71 : real)\l              = (-28841/190100)\l                *. (if _x_20 then 377/1000\l                    else\l                    if _x_19 then 1223/1000\l                    else if _x_18 then 1901/1000 else …)\l          in\l          let (_x_72 : real)\l              = if (_x_70 +. _x_71 +. _x_46 +. _x_47 +. _x_48 +. _x_49) \<=.\l                   (-372238333/2454859840)\l                then 0\l                else\l                  372238333/2454859840 +. _x_70 +. _x_71 +. _x_46 +. _x_47\l                  +. _x_48 +. _x_49\l          in\l          let (_x_73 : bool) = _x_9 = Apr in\l          let (_x_74 : bool) = _x_9 = Mar in\l          let (_x_75 : bool) = _x_9 = Feb in\l          let (_x_76 : bool) = _x_9 = Jan in\l          let (_x_77 : real)\l              = 5031/50000\l                *. (if _x_76 then 67/500\l                    else\l                    if _x_75 then 1/2\l                    else if _x_74 then 1 else if _x_73 then 3/2 else …)\l          in\l          let (_x_78 : bool) = _x_13 = Fri in\l          let (_x_79 : bool) = _x_13 = Wed \|\| _x_13 = Thu in\l          let (_x_80 : bool) = _x_13 = Tue in\l          let (_x_81 : bool) = _x_13 = Mon in\l          let (_x_82 : real)\l              = (-7861/95050)\l                *. (if _x_81 then 377/1000\l                    else\l                    if _x_80 then 1223/1000\l                    else\l                    if _x_79 then 1901/1000\l                    else if _x_78 then 1223/1000 else …)\l          in\l          let (_x_83 : real) = (-19063/29020000) *. _x_4 in\l          let (_x_84 : real) = (-27281/1555000) *. _x_5 in\l          let (_x_85 : real) = 137/340000 *. _x_6 in\l          let (_x_86 : real) = 6263/80000 *. _x_7 in\l          let (_x_87 : real)\l              = 29103/200000\l                *. (if _x_76 then 67/500\l                    else\l                    if _x_75 then 1/2\l                    else if _x_74 then 1 else if _x_73 then 3/2 else …)\l          in\l          let (_x_88 : real)\l              = 159/9505\l                *. (if _x_81 then 377/1000\l                    else\l                    if _x_80 then 1223/1000\l                    else\l                    if _x_79 then 1901/1000\l                    else if _x_78 then 1223/1000 else …)\l          in\l          let (_x_89 : real) = (-1021/1813750) *. _x_4 in\l          let (_x_90 : real) = 17919/3110000 *. _x_5 in\l          let (_x_91 : real) = 32971/8500000 *. _x_6 in\l          let (_x_92 : real) = (-21603/320000) *. _x_7 in\l          let (_x_93 : real)\l              = 66419/200000\l                *. (if _x_76 then 67/500\l                    else\l                    if _x_75 then 1/2\l                    else if _x_74 then 1 else if _x_73 then 3/2 else …)\l          in\l          let (_x_94 : real)\l              = 25399/190100\l                *. (if _x_81 then 377/1000\l                    else\l                    if _x_80 then 1223/1000\l                    else\l                    if _x_79 then 1901/1000\l                    else if _x_78 then 1223/1000 else …)\l          in\l          let (_x_95 : real) = 449/29020000 *. _x_4 in\l          let (_x_96 : real) = 3841/3110000 *. _x_5 in\l          let (_x_97 : real) = (-25741/4250000) *. _x_6 in\l          let (_x_98 : real) = 58299/640000 *. _x_7 in\l          let (_x_99 : real) = 38981/29020000 *. _x_4 in\l          let (_x_100 : real) = 1727/194375 *. _x_5 in\l          let (_x_101 : real) = (-61231/8500000) *. _x_6 in\l          let (_x_102 : real) = (-1831/320000) *. _x_7 in\l          let (_x_103 : real)\l              = if (23799/100000\l                    *. (if _x_76 then 67/500\l                        else\l                        if _x_75 then 1/2\l                        else if _x_74 then 1 else if _x_73 then 3/2 else …)\l                    +. (-18071/95050)\l                       *. (if _x_81 then 377/1000\l                           else\l                           if _x_80 then 1223/1000\l                           else\l                           if _x_79 then 1901/1000\l                           else if _x_78 then 1223/1000 else …)\l                    +. _x_99 +. _x_100 +. _x_101 +. _x_102)\l                   \<=. (-89188713933/1534287400000)\l                then 0\l                else\l                  89188713933/1534287400000\l                  +. 23799/100000\l                     *. (if _x_76 then 67/500\l                         else if _x_75 then 1/2 else if _x_74 then 1 else …)\l                  +. (-18071/95050)\l                     *. (if _x_81 then 377/1000\l                         else\l                         if _x_80 then 1223/1000\l                         else if _x_79 then 1901/1000 else …)\l                  +. _x_99 +. _x_100 +. _x_101 +. _x_102\l          in\l          let (_x_104 : real)\l              = 10277/200000\l                *. (if _x_76 then 67/500\l                    else\l                    if _x_75 then 1/2\l                    else if _x_74 then 1 else if _x_73 then 3/2 else …)\l          in\l          let (_x_105 : real)\l              = (-28841/190100)\l                *. (if _x_81 then 377/1000\l                    else\l                    if _x_80 then 1223/1000\l                    else\l                    if _x_79 then 1901/1000\l                    else if _x_78 then 1223/1000 else …)\l          in\l          let (_x_106 : real) = 4637/29020000 *. _x_4 in\l          let (_x_107 : real) = 3601/388750 *. _x_5 in\l          let (_x_108 : real) = 5957/8500000 *. _x_6 in\l          let (_x_109 : real) = (-22041/640000) *. _x_7 in\l          let (_x_110 : real)\l              = if (_x_104 +. _x_105 +. _x_106 +. _x_107 +. _x_108 +. _x_109)\l                   \<=. (-372238333/2454859840)\l                then 0\l                else\l                  372238333/2454859840 +. _x_104 +. _x_105 +. _x_106\l                  +. _x_107 +. _x_108 +. _x_109\l          in\l          let (_x_111 : real)\l              = 13901/50000\l                *. (if _x_76 then 67/500\l                    else\l                    if _x_75 then 1/2\l                    else if _x_74 then 1 else if _x_73 then 3/2 else …)\l          in\l          let (_x_112 : real)\l              = (-803/38020)\l                *. (if _x_81 then 377/1000\l                    else\l                    if _x_80 then 1223/1000\l                    else\l                    if _x_79 then 1901/1000\l                    else if _x_78 then 1223/1000 else …)\l          in\l          let (_x_113 : real) = 10557/29020000 *. _x_4 in\l          let (_x_114 : real) = 60757/3110000 *. _x_5 in\l          let (_x_115 : real) = (-16157/4250000) *. _x_6 in\l          let (_x_116 : real) = 47933/640000 *. _x_7 in\l          let (_x_117 : real)\l              = if (_x_111 +. _x_112 +. _x_113 +. _x_114 +. _x_115 +. _x_116)\l                   \<=. 72146699557/306857480000\l                then 0\l                else\l                  (-72146699557/306857480000) +. _x_111 +. _x_112 +. _x_113\l                  +. _x_114 +. _x_115 +. _x_116\l          in\l          let (_x_118 : real)\l              = 1568904513/1250000000\l                *. (if (_x_77 +. _x_82 +. _x_83 +. _x_84 +. _x_85 +. _x_86)\l                       \<=. (-1716983137/306857480000)\l                    then 0\l                    else\l                      (1716983137/306857480000 +. _x_77 +. _x_82 +. _x_83\l                       +. _x_84 +. _x_85 +. _x_86))\l                +. (-1400061773/1250000000)\l                   *. (if (_x_87 +. _x_88 +. _x_89 +. _x_90 +. _x_91 +. _x_92)\l                          \<=. 73983893263/767143700000\l                       then 0\l                       else\l                         ((-73983893263/767143700000) +. _x_87 +. _x_88\l                          +. _x_89 +. _x_90 +. _x_91 +. _x_92))\l                +. (-889978969/400000000)\l                   *. (if (_x_93 +. _x_94 +. _x_95 +. _x_96 +. _x_97 +. _x_98)\l                          \<=. (-317131778543/1534287400000)\l                       then 0\l                       else\l                         (317131778543/1534287400000 +. _x_93 +. _x_94\l                          +. _x_95 +. _x_96 +. _x_97 +. _x_98))\l                +. (-787784679/2500000000) *. _x_103\l                +. (-19189866047/10000000000) *. _x_110\l                +. 5337652199/2000000000 *. _x_117\l          in\l          let (_x_119 : real)\l              = 5031/50000\l                *. (if _x_76 then 67/500\l                    else if _x_75 then 1/2 else if _x_74 then 1 else …)\l          in\l          let (_x_120 : real)\l              = (-7861/95050)\l                *. (if _x_81 then 377/1000\l                    else\l                    if _x_80 then 1223/1000\l                    else if _x_79 then 1901/1000 else …)\l          in\l          let (_x_121 : real)\l              = if (_x_119 +. _x_120 +. _x_83 +. _x_84 +. _x_85 +. _x_86) \<=.\l                   (-1716983137/306857480000)\l                then 0\l                else\l                  1716983137/306857480000 +. _x_119 +. _x_120 +. _x_83\l                  +. _x_84 +. _x_85 +. _x_86\l          in\l          let (_x_122 : real)\l              = 29103/200000\l                *. (if _x_76 then 67/500\l                    else if _x_75 then 1/2 else if _x_74 then 1 else …)\l          in\l          let (_x_123 : real)\l              = 159/9505\l                *. (if _x_81 then 377/1000\l                    else\l                    if _x_80 then 1223/1000\l                    else if _x_79 then 1901/1000 else …)\l          in\l          let (_x_124 : real)\l              = if (_x_122 +. _x_123 +. _x_89 +. _x_90 +. _x_91 +. _x_92) \<=.\l                   73983893263/767143700000\l                then 0\l                else\l                  (-73983893263/767143700000) +. _x_122 +. _x_123 +. _x_89\l                  +. _x_90 +. _x_91 +. _x_92\l          in\l          let (_x_125 : real)\l              = 66419/200000\l                *. (if _x_76 then 67/500\l                    else if _x_75 then 1/2 else if _x_74 then 1 else …)\l          in\l          let (_x_126 : real)\l              = 25399/190100\l                *. (if _x_81 then 377/1000\l                    else\l                    if _x_80 then 1223/1000\l                    else if _x_79 then 1901/1000 else …)\l          in\l          let (_x_127 : real)\l              = if (_x_125 +. _x_126 +. _x_95 +. _x_96 +. _x_97 +. _x_98) \<=.\l                   (-317131778543/1534287400000)\l                then 0\l                else\l                  317131778543/1534287400000 +. _x_125 +. _x_126 +. _x_95\l                  +. _x_96 +. _x_97 +. _x_98\l          in\l          not\l          ((((((((((((((((((((((0 \<=. _x_0 && _x_0 \<=. 500) && 0 \<=. _x_1)\l                              && _x_1 \<=. 40)\l                             && 0 \<=. _x_2)\l                            && _x_2 \<=. 100)\l                           && 0 \<=. _x_3)\l                          && _x_3 \<=. 15)\l                         && 0 \<=. _x_4)\l                        && _x_4 \<=. 500)\l                       && 0 \<=. _x_5)\l                      && _x_5 \<=. 40)\l                     && 0 \<=. _x_6)\l                    && _x_6 \<=. 100)\l                   && 0 \<=. _x_7)\l                  && _x_7 \<=. 15)\l                 && _x_8 = _x_9)\l                && not\l                   ((((_x_8 = Oct \|\| _x_8 = Nov) \|\| _x_8 = Dec) \|\| _x_10)\l                    \|\| _x_11))\l               && _x_12 = _x_13)\l              && _x_0 = _x_4)\l             && _x_2 = _x_6)\l            && _x_3 = _x_7)\l           && _x_1 \>=. (10 +. _x_5))\l          \|\| (if _x_57 \<=. (-341987779/312500000)\l              then\l                28114831522503/7812500000000\l                +. 67395431164941/31250000000000 *. _x_60\l                +. (-60142453582761/31250000000000) *. _x_63\l                +. (-38230826571333/10000000000000) *. _x_66\l                +. (-33840866455803/62500000000000) *. _x_69\l                +. (-824339075780979/250000000000000) *. _x_72\l                +. 229289525512443/50000000000000 *. _x_56\l              else\l              if _x_57 \<=. (-29487779/312500000)\l              then\l                213430965464483/31250000000000\l                +. 732799213218501/125000000000000 *. _x_60\l                +. (-653936652747521/125000000000000) *. _x_63\l                +. (-415688706903613/40000000000000) *. _x_66\l                +. (-367956104513283/250000000000000) *. _x_69\l                +. (-8963145063634619/1000000000000000) *. _x_72\l                +. 2493094576152323/200000000000000 *. _x_56\l              else\l              if _x_57 \<=. 283012221/312500000\l              then\l                1852306369389/244140625000\l                +. 124497279820089/7812500000000 *. _x_60\l                +. (-111099101872869/7812500000000) *. _x_63\l                +. (-70622501127057/2500000000000) *. _x_66\l                +. (-62513077632687/15625000000000) *. _x_69\l                +. (-1522773440427591/62500000000000) *. _x_72\l                +. 423558714947247/12500000000000 *. _x_56\l              else if _x_57 \<=. 595512221/312500000 then … else …)\l             \>=.\l             ((-25)\l              +. (if _x_118 \<=. (-341987779/312500000)\l                  then\l                    28114831522503/7812500000000\l                    +. 67395431164941/31250000000000 *. _x_121\l                    +. (-60142453582761/31250000000000) *. _x_124\l                    +. (-38230826571333/10000000000000) *. _x_127\l                    +. (-33840866455803/62500000000000) *. _x_103\l                    +. (-824339075780979/250000000000000) *. _x_110\l                    +. 229289525512443/50000000000000 *. _x_117\l                  else\l                  if _x_118 \<=. (-29487779/312500000)\l                  then\l                    213430965464483/31250000000000\l                    +. 732799213218501/125000000000000 *. _x_121\l                    +. (-653936652747521/125000000000000) *. _x_124\l                    +. (-415688706903613/40000000000000) *. _x_127\l                    +. (-367956104513283/250000000000000) *. _x_103\l                    +. (-8963145063634619/1000000000000000) *. _x_110\l                    +. 2493094576152323/200000000000000 *. _x_117\l                  else\l                  if _x_118 \<=. 283012221/312500000\l                  then\l                    1852306369389/244140625000\l                    +. 124497279820089/7812500000000 *. _x_121\l                    +. (-111099101872869/7812500000000) *. _x_124\l                    +. (-70622501127057/2500000000000) *. _x_127\l                    +. (-62513077632687/15625000000000) *. _x_103\l                    +. (-1522773440427591/62500000000000) *. _x_110\l                    +. 423558714947247/12500000000000 *. _x_117\l                  else if _x_118 \<=. 595512221/312500000 then … else …))\l          :expansions [] :rw [] :fc [])",shape=box,style=filled,fontname="courier",fontsize=14];
p_1046 -> p_1045 [label=""];
p_1045 [label="Unsat",shape=box,style=filled,fontname="courier",fontsize=14];
}

digraph "call graph" {
goal [label="let (_x_0 : real) = a.dmc in\llet (_x_1 : real) = a.temp in\llet (_x_2 : real) = a.rh in\llet (_x_3 : real) = a.rain in\llet (_x_4 : real) = b.dmc in\llet (_x_5 : real) = b.temp in\llet (_x_6 : real) = b.rh in\llet (_x_7 : real) = b.rain in\llet (_x_8 : month) = a.month in\llet (_x_9 : month) = b.month in\llet (_x_10 : bool) = _x_8 = Jan in\llet (_x_11 : bool) = _x_8 = Feb in\llet (_x_12 : day) = a.day in\llet (_x_13 : day) = b.day in\llet (_x_14 : bool) = _x_8 = Apr in\llet (_x_15 : bool) = _x_8 = Mar in\llet (_x_16 : real)\l    = 5031/50000\l      *. (if _x_10 then 67/500\l          else\l          if _x_11 then 1/2\l          else if _x_15 then 1 else if _x_14 then 3/2 else …)\lin\llet (_x_17 : bool) = _x_12 = Fri in\llet (_x_18 : bool) = _x_12 = Wed \|\| _x_12 = Thu in\llet (_x_19 : bool) = _x_12 = Tue in\llet (_x_20 : bool) = _x_12 = Mon in\llet (_x_21 : real)\l    = (-7861/95050)\l      *. (if _x_20 then 377/1000\l          else\l          if _x_19 then 1223/1000\l          else if _x_18 then 1901/1000 else if _x_17 then 1223/1000 else …)\lin\llet (_x_22 : real) = (-19063/29020000) *. _x_0 in\llet (_x_23 : real) = (-27281/1555000) *. _x_1 in\llet (_x_24 : real) = 137/340000 *. _x_2 in\llet (_x_25 : real) = 6263/80000 *. _x_3 in\llet (_x_26 : real)\l    = if (_x_16 +. _x_21 +. _x_22 +. _x_23 +. _x_24 +. _x_25) \<=.\l         (-1716983137/306857480000)\l      then 0\l      else\l        1716983137/306857480000 +. _x_16 +. _x_21 +. _x_22 +. _x_23 +. _x_24\l        +. _x_25\lin\llet (_x_27 : real)\l    = 29103/200000\l      *. (if _x_10 then 67/500\l          else\l          if _x_11 then 1/2\l          else if _x_15 then 1 else if _x_14 then 3/2 else …)\lin\llet (_x_28 : real)\l    = 159/9505\l      *. (if _x_20 then 377/1000\l          else\l          if _x_19 then 1223/1000\l          else if _x_18 then 1901/1000 else if _x_17 then 1223/1000 else …)\lin\llet (_x_29 : real) = (-1021/1813750) *. _x_0 in\llet (_x_30 : real) = 17919/3110000 *. _x_1 in\llet (_x_31 : real) = 32971/8500000 *. _x_2 in\llet (_x_32 : real) = (-21603/320000) *. _x_3 in\llet (_x_33 : real)\l    = if (_x_27 +. _x_28 +. _x_29 +. _x_30 +. _x_31 +. _x_32) \<=.\l         73983893263/767143700000\l      then 0\l      else\l        (-73983893263/767143700000) +. _x_27 +. _x_28 +. _x_29 +. _x_30\l        +. _x_31 +. _x_32\lin\llet (_x_34 : real)\l    = 66419/200000\l      *. (if _x_10 then 67/500\l          else\l          if _x_11 then 1/2\l          else if _x_15 then 1 else if _x_14 then 3/2 else …)\lin\llet (_x_35 : real)\l    = 25399/190100\l      *. (if _x_20 then 377/1000\l          else\l          if _x_19 then 1223/1000\l          else if _x_18 then 1901/1000 else if _x_17 then 1223/1000 else …)\lin\llet (_x_36 : real) = 449/29020000 *. _x_0 in\llet (_x_37 : real) = 3841/3110000 *. _x_1 in\llet (_x_38 : real) = (-25741/4250000) *. _x_2 in\llet (_x_39 : real) = 58299/640000 *. _x_3 in\llet (_x_40 : real)\l    = if (_x_34 +. _x_35 +. _x_36 +. _x_37 +. _x_38 +. _x_39) \<=.\l         (-317131778543/1534287400000)\l      then 0\l      else\l        317131778543/1534287400000 +. _x_34 +. _x_35 +. _x_36 +. _x_37\l        +. _x_38 +. _x_39\lin\llet (_x_41 : real)\l    = 23799/100000\l      *. (if _x_10 then 67/500\l          else\l          if _x_11 then 1/2\l          else if _x_15 then 1 else if _x_14 then 3/2 else …)\lin\llet (_x_42 : real)\l    = (-18071/95050)\l      *. (if _x_20 then 377/1000\l          else\l          if _x_19 then 1223/1000\l          else if _x_18 then 1901/1000 else if _x_17 then 1223/1000 else …)\lin\llet (_x_43 : real) = 38981/29020000 *. _x_0 in\llet (_x_44 : real) = 1727/194375 *. _x_1 in\llet (_x_45 : real) = (-61231/8500000) *. _x_2 in\llet (_x_46 : real) = (-1831/320000) *. _x_3 in\llet (_x_47 : real)\l    = if (_x_41 +. _x_42 +. _x_43 +. _x_44 +. _x_45 +. _x_46) \<=.\l         (-89188713933/1534287400000)\l      then 0\l      else\l        89188713933/1534287400000 +. _x_41 +. _x_42 +. _x_43 +. _x_44\l        +. _x_45 +. _x_46\lin\llet (_x_48 : real)\l    = 10277/200000\l      *. (if _x_10 then 67/500\l          else\l          if _x_11 then 1/2\l          else if _x_15 then 1 else if _x_14 then 3/2 else …)\lin\llet (_x_49 : real)\l    = (-28841/190100)\l      *. (if _x_20 then 377/1000\l          else\l          if _x_19 then 1223/1000\l          else if _x_18 then 1901/1000 else if _x_17 then 1223/1000 else …)\lin\llet (_x_50 : real) = 4637/29020000 *. _x_0 in\llet (_x_51 : real) = 3601/388750 *. _x_1 in\llet (_x_52 : real) = 5957/8500000 *. _x_2 in\llet (_x_53 : real) = (-22041/640000) *. _x_3 in\llet (_x_54 : real)\l    = if (_x_48 +. _x_49 +. _x_50 +. _x_51 +. _x_52 +. _x_53) \<=.\l         (-372238333/2454859840)\l      then 0\l      else\l        372238333/2454859840 +. _x_48 +. _x_49 +. _x_50 +. _x_51 +. _x_52\l        +. _x_53\lin\llet (_x_55 : real)\l    = 13901/50000\l      *. (if _x_10 then 67/500\l          else\l          if _x_11 then 1/2\l          else if _x_15 then 1 else if _x_14 then 3/2 else …)\lin\llet (_x_56 : real)\l    = (-803/38020)\l      *. (if _x_20 then 377/1000\l          else\l          if _x_19 then 1223/1000\l          else if _x_18 then 1901/1000 else if _x_17 then 1223/1000 else …)\lin\llet (_x_57 : real) = 10557/29020000 *. _x_0 in\llet (_x_58 : real) = 60757/3110000 *. _x_1 in\llet (_x_59 : real) = (-16157/4250000) *. _x_2 in\llet (_x_60 : real) = 47933/640000 *. _x_3 in\llet (_x_61 : real)\l    = if (_x_55 +. _x_56 +. _x_57 +. _x_58 +. _x_59 +. _x_60) \<=.\l         72146699557/306857480000\l      then 0\l      else\l        (-72146699557/306857480000) +. _x_55 +. _x_56 +. _x_57 +. _x_58\l        +. _x_59 +. _x_60\lin\llet (_x_62 : real)\l    = 1568904513/1250000000 *. _x_26 +. (-1400061773/1250000000) *. _x_33\l      +. (-889978969/400000000) *. _x_40 +. (-787784679/2500000000) *. _x_47\l      +. (-19189866047/10000000000) *. _x_54\l      +. 5337652199/2000000000 *. _x_61\lin\llet (_x_63 : bool) = _x_9 = Mar in\llet (_x_64 : bool) = _x_9 = Feb in\llet (_x_65 : bool) = _x_9 = Jan in\llet (_x_66 : bool) = _x_13 = Wed \|\| _x_13 = Thu in\llet (_x_67 : bool) = _x_13 = Tue in\llet (_x_68 : bool) = _x_13 = Mon in\llet (_x_69 : real) = (-19063/29020000) *. _x_4 in\llet (_x_70 : real) = (-27281/1555000) *. _x_5 in\llet (_x_71 : real) = 137/340000 *. _x_6 in\llet (_x_72 : real) = 6263/80000 *. _x_7 in\llet (_x_73 : bool) = _x_9 = Apr in\llet (_x_74 : bool) = _x_13 = Fri in\llet (_x_75 : real)\l    = if (5031/50000\l          *. (if _x_65 then 67/500\l              else\l              if _x_64 then 1/2\l              else if _x_63 then 1 else if _x_73 then 3/2 else …)\l          +. (-7861/95050)\l             *. (if _x_68 then 377/1000\l                 else\l                 if _x_67 then 1223/1000\l                 else\l                 if _x_66 then 1901/1000\l                 else if _x_74 then 1223/1000 else …)\l          +. _x_69 +. _x_70 +. _x_71 +. _x_72)\l         \<=. (-1716983137/306857480000)\l      then 0\l      else\l        1716983137/306857480000\l        +. 5031/50000\l           *. (if _x_65 then 67/500\l               else if _x_64 then 1/2 else if _x_63 then 1 else …)\l        +. (-7861/95050)\l           *. (if _x_68 then 377/1000\l               else\l               if _x_67 then 1223/1000 else if _x_66 then 1901/1000 else …)\l        +. _x_69 +. _x_70 +. _x_71 +. _x_72\lin\llet (_x_76 : real)\l    = 29103/200000\l      *. (if _x_65 then 67/500\l          else\l          if _x_64 then 1/2\l          else if _x_63 then 1 else if _x_73 then 3/2 else …)\lin\llet (_x_77 : real)\l    = 159/9505\l      *. (if _x_68 then 377/1000\l          else\l          if _x_67 then 1223/1000\l          else if _x_66 then 1901/1000 else if _x_74 then 1223/1000 else …)\lin\llet (_x_78 : real) = (-1021/1813750) *. _x_4 in\llet (_x_79 : real) = 17919/3110000 *. _x_5 in\llet (_x_80 : real) = 32971/8500000 *. _x_6 in\llet (_x_81 : real) = (-21603/320000) *. _x_7 in\llet (_x_82 : real)\l    = if (_x_76 +. _x_77 +. _x_78 +. _x_79 +. _x_80 +. _x_81) \<=.\l         73983893263/767143700000\l      then 0\l      else\l        (-73983893263/767143700000) +. _x_76 +. _x_77 +. _x_78 +. _x_79\l        +. _x_80 +. _x_81\lin\llet (_x_83 : real)\l    = 66419/200000\l      *. (if _x_65 then 67/500\l          else\l          if _x_64 then 1/2\l          else if _x_63 then 1 else if _x_73 then 3/2 else …)\lin\llet (_x_84 : real)\l    = 25399/190100\l      *. (if _x_68 then 377/1000\l          else\l          if _x_67 then 1223/1000\l          else if _x_66 then 1901/1000 else if _x_74 then 1223/1000 else …)\lin\llet (_x_85 : real) = 449/29020000 *. _x_4 in\llet (_x_86 : real) = 3841/3110000 *. _x_5 in\llet (_x_87 : real) = (-25741/4250000) *. _x_6 in\llet (_x_88 : real) = 58299/640000 *. _x_7 in\llet (_x_89 : real)\l    = if (_x_83 +. _x_84 +. _x_85 +. _x_86 +. _x_87 +. _x_88) \<=.\l         (-317131778543/1534287400000)\l      then 0\l      else\l        317131778543/1534287400000 +. _x_83 +. _x_84 +. _x_85 +. _x_86\l        +. _x_87 +. _x_88\lin\llet (_x_90 : real)\l    = 23799/100000\l      *. (if _x_65 then 67/500\l          else\l          if _x_64 then 1/2\l          else if _x_63 then 1 else if _x_73 then 3/2 else …)\lin\llet (_x_91 : real)\l    = (-18071/95050)\l      *. (if _x_68 then 377/1000\l          else\l          if _x_67 then 1223/1000\l          else if _x_66 then 1901/1000 else if _x_74 then 1223/1000 else …)\lin\llet (_x_92 : real) = 38981/29020000 *. _x_4 in\llet (_x_93 : real) = 1727/194375 *. _x_5 in\llet (_x_94 : real) = (-61231/8500000) *. _x_6 in\llet (_x_95 : real) = (-1831/320000) *. _x_7 in\llet (_x_96 : real)\l    = if (_x_90 +. _x_91 +. _x_92 +. _x_93 +. _x_94 +. _x_95) \<=.\l         (-89188713933/1534287400000)\l      then 0\l      else\l        89188713933/1534287400000 +. _x_90 +. _x_91 +. _x_92 +. _x_93\l        +. _x_94 +. _x_95\lin\llet (_x_97 : real)\l    = 10277/200000\l      *. (if _x_65 then 67/500\l          else\l          if _x_64 then 1/2\l          else if _x_63 then 1 else if _x_73 then 3/2 else …)\lin\llet (_x_98 : real)\l    = (-28841/190100)\l      *. (if _x_68 then 377/1000\l          else\l          if _x_67 then 1223/1000\l          else if _x_66 then 1901/1000 else if _x_74 then 1223/1000 else …)\lin\llet (_x_99 : real) = 4637/29020000 *. _x_4 in\llet (_x_100 : real) = 3601/388750 *. _x_5 in\llet (_x_101 : real) = 5957/8500000 *. _x_6 in\llet (_x_102 : real) = (-22041/640000) *. _x_7 in\llet (_x_103 : real)\l    = if (_x_97 +. _x_98 +. _x_99 +. _x_100 +. _x_101 +. _x_102) \<=.\l         (-372238333/2454859840)\l      then 0\l      else\l        372238333/2454859840 +. _x_97 +. _x_98 +. _x_99 +. _x_100 +. _x_101\l        +. _x_102\lin\llet (_x_104 : real)\l    = 13901/50000\l      *. (if _x_65 then 67/500\l          else\l          if _x_64 then 1/2\l          else if _x_63 then 1 else if _x_73 then 3/2 else …)\lin\llet (_x_105 : real)\l    = (-803/38020)\l      *. (if _x_68 then 377/1000\l          else\l          if _x_67 then 1223/1000\l          else if _x_66 then 1901/1000 else if _x_74 then 1223/1000 else …)\lin\llet (_x_106 : real) = 10557/29020000 *. _x_4 in\llet (_x_107 : real) = 60757/3110000 *. _x_5 in\llet (_x_108 : real) = (-16157/4250000) *. _x_6 in\llet (_x_109 : real) = 47933/640000 *. _x_7 in\llet (_x_110 : real)\l    = if (_x_104 +. _x_105 +. _x_106 +. _x_107 +. _x_108 +. _x_109) \<=.\l         72146699557/306857480000\l      then 0\l      else\l        (-72146699557/306857480000) +. _x_104 +. _x_105 +. _x_106 +. _x_107\l        +. _x_108 +. _x_109\lin\llet (_x_111 : real)\l    = 1568904513/1250000000 *. _x_75 +. (-1400061773/1250000000) *. _x_82\l      +. (-889978969/400000000) *. _x_89 +. (-787784679/2500000000) *. _x_96\l      +. (-19189866047/10000000000) *. _x_103\l      +. 5337652199/2000000000 *. _x_110\lin\lnot\l(not\l ((((((((((((((((((((((0 \<=. _x_0 && _x_0 \<=. 500) && 0 \<=. _x_1)\l                     && _x_1 \<=. 40)\l                    && 0 \<=. _x_2)\l                   && _x_2 \<=. 100)\l                  && 0 \<=. _x_3)\l                 && _x_3 \<=. 15)\l                && 0 \<=. _x_4)\l               && _x_4 \<=. 500)\l              && 0 \<=. _x_5)\l             && _x_5 \<=. 40)\l            && 0 \<=. _x_6)\l           && _x_6 \<=. 100)\l          && 0 \<=. _x_7)\l         && _x_7 \<=. 15)\l        && _x_8 = _x_9)\l       && not\l          ((((_x_8 = Oct \|\| _x_8 = Nov) \|\| _x_8 = Dec) \|\| _x_10) \|\| _x_11))\l      && _x_12 = _x_13)\l     && _x_0 = _x_4)\l    && _x_2 = _x_6)\l   && _x_3 = _x_7)\l  && _x_1 \>=. (10 +. _x_5))\l \|\| (if _x_62 \<=. (-341987779/312500000)\l     then\l       28114831522503/7812500000000 +. 67395431164941/31250000000000 *. _x_26\l       +. (-60142453582761/31250000000000) *. _x_33\l       +. (-38230826571333/10000000000000) *. _x_40\l       +. (-33840866455803/62500000000000) *. _x_47\l       +. (-824339075780979/250000000000000) *. _x_54\l       +. 229289525512443/50000000000000 *. _x_61\l     else\l     if _x_62 \<=. (-29487779/312500000)\l     then\l       213430965464483/31250000000000\l       +. 732799213218501/125000000000000 *. _x_26\l       +. (-653936652747521/125000000000000) *. _x_33\l       +. (-415688706903613/40000000000000) *. _x_40\l       +. (-367956104513283/250000000000000) *. _x_47\l       +. (-8963145063634619/1000000000000000) *. _x_54\l       +. 2493094576152323/200000000000000 *. _x_61\l     else\l     if _x_62 \<=. 283012221/312500000\l     then\l       1852306369389/244140625000 +. 124497279820089/7812500000000 *. _x_26\l       +. (-111099101872869/7812500000000) *. _x_33\l       +. (-70622501127057/2500000000000) *. _x_40\l       +. (-62513077632687/15625000000000) *. _x_47\l       +. (-1522773440427591/62500000000000) *. _x_54\l       +. 423558714947247/12500000000000 *. _x_61\l     else if _x_62 \<=. 595512221/312500000 then … else …)\l    \>=.\l    ((-25)\l     +. (if _x_111 \<=. (-341987779/312500000)\l         then\l           28114831522503/7812500000000\l           +. 67395431164941/31250000000000 *. _x_75\l           +. (-60142453582761/31250000000000) *. _x_82\l           +. (-38230826571333/10000000000000) *. _x_89\l           +. (-33840866455803/62500000000000) *. _x_96\l           +. (-824339075780979/250000000000000) *. _x_103\l           +. 229289525512443/50000000000000 *. _x_110\l         else\l         if _x_111 \<=. (-29487779/312500000)\l         then\l           213430965464483/31250000000000\l           +. 732799213218501/125000000000000 *. _x_75\l           +. (-653936652747521/125000000000000) *. _x_82\l           +. (-415688706903613/40000000000000) *. _x_89\l           +. (-367956104513283/250000000000000) *. _x_96\l           +. (-8963145063634619/1000000000000000) *. _x_103\l           +. 2493094576152323/200000000000000 *. _x_110\l         else\l         if _x_111 \<=. 283012221/312500000\l         then\l           1852306369389/244140625000\l           +. 124497279820089/7812500000000 *. _x_75\l           +. (-111099101872869/7812500000000) *. _x_82\l           +. (-70622501127057/2500000000000) *. _x_89\l           +. (-62513077632687/15625000000000) *. _x_96\l           +. (-1522773440427591/62500000000000) *. _x_103\l           +. 423558714947247/12500000000000 *. _x_110\l         else if _x_111 \<=. 595512221/312500000 then … else …)))",shape=box,style=filled,color="cyan",fontname="courier",fontsize=14];
}

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